diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..bee8a64
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+__pycache__
diff --git a/Pipfile b/Pipfile
new file mode 100644
index 0000000..9aa279f
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,18 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+pyqt6 = "*"
+numpy = "*"
+matplotlib = "*"
+scikit-learn = "*"
+boto3 = "*"
+opencv-python = "*"
+black = "*"
+
+[dev-packages]
+
+[requires]
+python_version = "3.13"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..dee8ee9
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,716 @@
+{
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+        },
+        "sources": [
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+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
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+                "sha256:070d10654f0cb6abd295bc96c12656f948e623ec5f9a4eab0ddb1466c000716e",
+                "sha256:09c52320c42d7f5c7748b69e9f0389266fd4f82cf34c38485c14ee976cb8cb04",
+                "sha256:0ac102ce99934b162914b1e4a6b94ca7da0f4058b6d6fd65b0cef330c0f3346f",
+                "sha256:0fb57b30f0017d4afa5fe5f5b150b8f807618819287c21cbe51130de7ccdaed2",
+                "sha256:100193bb72fbff37dbd0bf14322314fc7cbe08b7ff3137f11a34d06dc0ee6b85",
+                "sha256:14eaa373c89eaf553be73c3affb11ec6c37493b7eaaf31cf9ac5dffae700c2e0",
+                "sha256:2114a08daec64980e4b4cbdf5bee90935af66d750146b1d2feb0d3ac30613692",
+                "sha256:21e10b1dd56ce92fba3e786007322542361984f8463c6d37f6f25935a5a6ef52",
+                "sha256:2722a021a7929d21168830790202a75dbb20b468a8133c74a2c0230c72626b6c",
+                "sha256:395be70220d1189756068b3173853029a013d8c8dd5fd3d1361d505b2aa58fa7",
+                "sha256:3fe1d95944f9cf6ba77aa28b82dd6bb2a5b52f2026beb39ecf05304b8392864b",
+                "sha256:491d57fe89927fa1aafbe260f4cfa5ffa20ab9f1435025045a5315006a91b8f5",
+                "sha256:4b17d4220df99bacb63065c76b0d1126d82bbf00167d1730019d2a30d6ae01ea",
+                "sha256:4c9d8fc81d6a3b6844235e6fd175ee1d4c060163905a2becce8e74cb0d7554ce",
+                "sha256:55cc79ce4085c702ac31e49b1e69b27ef41111f22beafb9b49fea67142b696c4",
+                "sha256:5b190b935e7db569960b48840e5bef71dc513314cc4e79a1b7d14664f57fd4ff",
+                "sha256:5bd8d27d44e2c13d0c1124e6a556454f52cd3f704742985f6b09e75e163d20d2",
+                "sha256:5dff14e75cdbcf07cdaa1c7707db6017d130f0af9ac41f6ce443a93318d6c6e0",
+                "sha256:5eb0ca35d4b08e95da99a9f9c400dc9f6c21c424298a0ba876fdc69c7afacedf",
+                "sha256:63b9b6cd0333d0eb1a49de6f834e8aeaefe438df8f6372352084535ad095219e",
+                "sha256:667f950bf8b7c3a23b4199db24cb9bf7512e27e86d0e3813f015b74ec2c6e3df",
+                "sha256:6b3e71893c6687fc5e29208d518900c24ea372a862854c9888368c0b267387ab",
+                "sha256:71ba9a76c2390eca6e359be81a3e879614af3a71dfdabb96d1d7ab33da6f2364",
+                "sha256:74bb864ff7640dea310a1377d8567dc2cb7599c26a79ca852fc184cc851954ac",
+                "sha256:82add84e8a9fb12af5c2c1a3a3f1cb51849d27a580cb9e6bd66226195142be6e",
+                "sha256:837299eec3d19b7e042923448d17d95a86e43941104d33f00da7e31a0f715d3c",
+                "sha256:900f3fa3db87257510f011c292a5779eb627043dd89731b9c461cd16ef76ab3d",
+                "sha256:9f151e9fb60fbf8e52426132f473221a49362091ce7a5e72f8aa41f8e0da4f25",
+                "sha256:af0b61c1de46d0565b4b39c6417373304c1d4f5220004058bdad3061c9fa8a95",
+                "sha256:bc7136626261ac1ed988dca56cfc4ab5180f75e0ee52e58f1e6aa74b5f3eacd5",
+                "sha256:be3deeb32844c27599347faa077b359584ba96664c5c79d71a354b80a0ad0ce0",
+                "sha256:c09aa9d90f3500ea4c9b393ee96f96b0ccb27f2f350d09a47f533293c78ea776",
+                "sha256:c352c1b6d7cac452534517e022f8f7b8d139cd9f27e6fbd9f3cbd0bfd39f5bef",
+                "sha256:c64ded12dcab08afff9e805a67ff4480f5e69993310e093434b10e85dc9d43e1",
+                "sha256:cdde8414154054763b42b74fe8ce89d7f3d17a7ac5dd77204f0e142cdc9239e9",
+                "sha256:ce3a000cd28b4430426db2ca44d96636f701ed12e2b3ca1f2b1dd7abdd84b39a",
+                "sha256:f735bc41bd1c792c96bc426dece66c8723283695f02df61dcc4d0a707a42fc54",
+                "sha256:f82fcf4e5b377f819542fbc8541f7b5fbcf1c0017d0df0bc22c781bf60abc4d8"
+            ],
+            "markers": "python_version >= '3.10'",
+            "version": "==1.15.1"
+        },
+        "six": {
+            "hashes": [
+                "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274",
+                "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "version": "==1.17.0"
+        },
+        "threadpoolctl": {
+            "hashes": [
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.5.0"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df",
+                "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==2.3.0"
+        }
+    },
+    "develop": {}
+}
diff --git a/digitaldog.jpg b/digitaldog.jpg
new file mode 100644
index 0000000..2a9ec62
Binary files /dev/null and b/digitaldog.jpg differ
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..680ea59
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+PyQt6
+numpy
+matplotlib
+scikit-learn
+boto3
+opencv-python
diff --git a/src/AWSRekognition.py b/src/AWSRekognition.py
new file mode 100755
index 0000000..d17689f
--- /dev/null
+++ b/src/AWSRekognition.py
@@ -0,0 +1,36 @@
+import boto3
+import cv2
+
+
+class AWSRekognition:
+    def __init__(self):
+        self.rekognition_client = boto3.client(
+            "rekognition", region_name="eu-central-1"
+        )
+
+    def label_image(self, img):
+        result = img.copy()
+        print("Detect Labels")
+        # Convert the image to bytes
+        _, image_bytes = cv2.imencode(".jpg", img)
+
+        # Call the detect_labels method
+        response = self.rekognition_client.detect_labels(
+            Image={"Bytes": image_bytes.tobytes()}, MaxLabels=20, MinConfidence=90
+        )
+
+        # Print the labels
+        for label in response["Labels"]:
+            print(label["Name"], label["Confidence"])
+
+        # Draw bounding boxes around the detected objects
+        for label in response["Labels"]:
+            for instance in label["Instances"]:
+                bounding_box = instance["BoundingBox"]
+                x = int(bounding_box["Left"] * result.shape[1])
+                y = int(bounding_box["Top"] * result.shape[0])
+                w = int(bounding_box["Width"] * result.shape[1])
+                h = int(bounding_box["Height"] * result.shape[0])
+                cv2.rectangle(result, (x, y), (x + w, y + h), (0, 255, 0), 2)
+
+        return result
diff --git a/src/ColorAnalysis.py b/src/ColorAnalysis.py
new file mode 100755
index 0000000..76f1051
--- /dev/null
+++ b/src/ColorAnalysis.py
@@ -0,0 +1,80 @@
+import cv2
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.mplot3d import Axes3D
+from sklearn.cluster import KMeans
+
+
+class ColorAnalysis:
+
+    CLUSTERS = None
+    IMAGE = None
+    COLORS = None
+    LABELS = None
+
+    def __init__(self, img, clusters=3):
+        self.CLUSTERS = clusters
+        self.IMAGE = img
+
+    def show3DHistogram(self):
+        # img = Utilities.resize_image(img, 100)
+
+        # resize image# convert from BGR to RGB
+        # img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
+
+        # get rgb values from image to 1D array
+        r, g, b = cv2.split(self.IMAGE)
+        r = r.flatten()
+        g = g.flatten()
+        b = b.flatten()
+
+        # plotting
+        fig = plt.figure()
+        ax = Axes3D(fig)
+        ax.scatter(r, g, b)
+        plt.show()
+
+    def dominantColors(self):
+        img = self.IMAGE
+        # img = Utilities.resize_image(img, 100)
+        # reshaping to a list of pixels
+        img = img.reshape((img.shape[0] * img.shape[1], 3))
+
+        # using k-means to cluster pixels
+        kmeans = KMeans(n_clusters=self.CLUSTERS)
+        kmeans.fit(img)
+
+        # the cluster centers are our dominant colors.
+        self.COLORS = kmeans.cluster_centers_
+
+        # save labels
+        self.LABELS = kmeans.labels_
+
+        # returning after converting to integer from float
+        return self.COLORS.astype(int)
+
+    def rgb_to_hex(self, rgb):
+        return "#%02x%02x%02x" % (int(rgb[0]), int(rgb[1]), int(rgb[2]))
+
+    def plotClusters(self):
+        # plotting
+        fig = plt.figure()
+        ax = Axes3D(fig)
+        for label, pix in zip(self.LABELS, self.IMAGE):
+            ax.scatter(
+                pix[0], pix[1], pix[2], color=self.rgb_to_hex(self.COLORS[label])
+            )
+        plt.show()
+
+
+def create_visual_output(colors, width, height_max):
+    n_clusters = len(colors)
+    visual_output = 255 * np.ones((height_max, width, 3), np.uint8)
+    height = int(width / n_clusters)
+    box_width = int(width / n_clusters)
+    if height < height_max:
+        visual_output = 255 * np.ones((height, width, 3), np.uint8)
+
+    for i in range(n_clusters):
+        visual_output[:, box_width * i : box_width * (i + 1)] = colors[i]
+    return visual_output
diff --git a/src/HistogramManipulation.py b/src/HistogramManipulation.py
new file mode 100755
index 0000000..b39544c
--- /dev/null
+++ b/src/HistogramManipulation.py
@@ -0,0 +1,60 @@
+import cv2
+import numpy as np
+import Utilities
+
+
+# Task 1
+# function to stretch an image
+def stretchHistogram(img):
+    result = img.copy()
+    return result
+
+
+# Task 2
+# function to equalize an image
+def equalizeHistogram(img):
+    result = img.copy()
+    return result
+
+
+# Hilfsfunktion
+# function to apply a look-up table onto an image
+def applyLUT(img, LUT):
+    result = img.copy()
+    return result
+
+
+# Hilfsfunktion
+# function to find the minimum an maximum in a histogram
+def findMinMaxPos(histogram):
+    minPos = 0
+    maxPos = 255
+    return minPos, maxPos
+
+
+# Hilfsfunktion
+# function to create a vector containing the histogram
+def calculateHistogram(img, nrBins):
+    # create histogram vector
+    histogram = np.zeros([nrBins], dtype=int)
+    return histogram
+
+
+def apply_log(img):
+    result = img.copy()
+    return result
+
+
+def apply_exp(img):
+    result = img.copy()
+    return result
+
+
+def apply_inverse(img):
+    result = img.copy()
+    return result
+
+
+def apply_threshold(img, threshold):
+    result = img.copy()
+    return result
diff --git a/src/ImageFiltering.py b/src/ImageFiltering.py
new file mode 100644
index 0000000..0080547
--- /dev/null
+++ b/src/ImageFiltering.py
@@ -0,0 +1,67 @@
+import numpy as np
+import matplotlib.pyplot as plt
+import datetime as dt
+import cv2
+import Utilities
+
+
+# apply median filter
+def applyMedianFilter(img, kSize):
+    filtered_img = img.copy()
+    return filtered_img
+
+
+# create a moving average kernel of arbitrary size
+def createMovingAverageKernel(kSize):
+    kernel = np.zeros((kSize, kSize))
+    return kernel
+
+
+def gaussian(x, y, sigmaX, sigmaY, meanX, meanY):
+    result = 1
+    return result
+
+
+# create a gaussian kernel of arbitrary size
+def createGaussianKernel(kSize, sigma=None):
+    kernel = np.zeros((kSize, kSize))
+    return kernel
+
+
+# create a sobel kernel in x direction of size 3x3
+def createSobelXKernel():
+    kernel = np.zeros((3, 3))
+    return kernel
+
+
+# create a sobel kernel in y direction of size 3x3
+def createSobelYKernel():
+    kernel = np.zeros((3, 3))
+    return kernel
+
+
+def applyKernelInSpatialDomain(img, kernel):
+    filtered_img = img.copy()
+    return filtered_img
+
+
+# Extra: create an integral image of the given image
+def createIntegralImage(img):
+    integral_image = img.copy()
+    return integral_image
+
+
+# Extra: apply the moving average filter by using an integral image
+def applyMovingAverageFilterWithIntegralImage(img, kSize):
+    filtered_img = img.copy()
+    return filtered_img
+
+
+# Extra:
+def applyMovingAverageFilterWithSeperatedKernels(img, kSize):
+    filtered_img = img.copy()
+    return filtered_img
+
+
+def run_runtime_evaluation(img):
+    pass
diff --git a/src/ImageInformation.py b/src/ImageInformation.py
new file mode 100644
index 0000000..dd15feb
--- /dev/null
+++ b/src/ImageInformation.py
@@ -0,0 +1,110 @@
+import numpy as np
+
+
+def luminanceD65(rgb: np.ndarray) -> np.float64:
+    """
+    Compute the luminance value of the specified linear RGB values
+    according to the D65 white point.
+
+    @param rgb(np.ndarray): sRGB image
+
+    @returns The luminance value
+    """
+    return np.float64(rgb @ [0.2126, 0.7152, 0.0722])
+
+
+# Task 1:   Implement some kind of noticeable image manipulation in this function
+#           e.g. channel manipulation, filter you already know, drawings on the image etc.
+def myFirstImageManipulation(img) -> np.ndarray:
+    """
+    Convert each pixel in the input image using the D65 luminance formula.
+
+    This function takes a NumPy array `img` as input and returns a new array with
+    each pixel value replaced by its corresponding D65 luminance value. The output
+    array maintains the same dimensions and data type as the input array, but each
+    pixel is processed through this specific transformation.
+
+    Parameters:
+    - img (ndarray): The input image data array of shape (height, width).
+
+    Returns:
+    - ndarray: An array where each pixel has been replaced by its D65
+        luminance value from the original image.
+    """
+    result = img.copy()
+
+    for x in range(0, result.shape[0]):
+        for y in range(0, result.shape[1]):
+
+            result[x][y] = luminanceD65(img[x][y])
+
+    return result
+
+
+# Task 2:   Return the basic image properties to the console:
+#           width, height,
+#           the color of the first pixel of the image,
+#           Color of the first pixel in the second row
+#           Color of the first pixel in the second column
+#           This function should work for images with three channels
+def imageSize(img: np.ndarray) -> list[int]:
+    """Get the height and width dimensions of an image array.
+
+    Args:
+        img (np.ndarray): A numpy array representing the image.
+
+    Returns:
+        list[int]: A two-element list containing [height, width] dimensions of the image.
+
+    Note:
+        The function works for any multi-dimensional numpy array. It returns
+        a list with the first two dimensions regardless of whether they are 2D or higher.
+    """
+    return [img.shape[0], img.shape[1]]
+
+
+def getPixelColor(img):
+    """
+    Retrieve color information from specific pixels in an image array.
+
+    This function processes an RGB image array and returns a list of color values
+    based on predefined positions. It is designed to handle multi-channel images,
+    extracting information such as first pixel of each row, specific channels,
+    and other notable points within the image data.
+
+    Parameters:
+        img (np.ndarray): The input image data array containing RGB or grayscale values.
+
+    Returns:
+        list: A structured list of color values extracted from different positions
+              in the image. This includes colors from specified rows, columns,
+              and channels where applicable.
+    """
+    return [img[0][1], img[1][0]]
+
+
+# Task 3:   Separate the given channels of a colour image in this function and return it as separate image
+def returnChannel(img: np.ndarray, channel: int) -> np.ndarray:
+    """
+    Splits an image into a separate channel or keeps only the specified color channel.
+
+    Parameters:
+        - img: Input np.ndarray (required). This should be a color image array in RGB format.
+          If it's grayscale, this method might not work correctly as it expects three channels.
+        - channel: int (required). The index of the channel to keep. It can be 0 for red, 1 for green, or 2 for blue.
+
+    Returns:
+        - np.ndarray: A new image array where only the specified color channel is non-zero,
+          and other channels are zeroed out.
+    """
+    result = img.copy()
+
+    for x in range(0, result.shape[0]):
+        for y in range(0, result.shape[1]):
+            for c in range(0, 3):
+                if c == channel:
+                    continue
+
+                result[x][y][c] = 0
+
+    return result
diff --git a/src/ImagePlotter.py b/src/ImagePlotter.py
new file mode 100755
index 0000000..bf2a0c7
--- /dev/null
+++ b/src/ImagePlotter.py
@@ -0,0 +1,262 @@
+from PyQt6.QtWidgets import QLabel, QGraphicsView, QGraphicsScene, QGraphicsPixmapItem
+from PyQt6.QtGui import QTransform
+from PyQt6.QtCore import Qt
+
+
+class ImagePlotter(QGraphicsView):
+    def __init__(self, parent=None):
+        super(ImagePlotter, self).__init__(parent)
+
+        self.scene = QGraphicsScene()
+        # self.setAlignment(Qt.AlignCenter)
+        self.zoom_level = 0
+
+    def show_image(self, image):
+        self.scene.clear()
+        item = QGraphicsPixmapItem(image)
+        self.scene.addItem(item)
+        self.setScene(self.scene)
+
+        scene_rect = self.scene.itemsBoundingRect()
+
+        self.fitInView(scene_rect, Qt.AspectRatioMode.KeepAspectRatio)
+        print(self.scene.sceneRect().width())
+        print(self.width())
+        self.show()
+
+    def wheelEvent(self, event):
+        # Get the current zoom level of the view
+        self.zoom_level = self.transform().m11()
+        print(self.zoom_level)
+        zoom = self.transform().m11()
+
+        # Calculate the new zoom level based on the direction of the mouse wheel
+        if event.angleDelta().y() > 0:
+            zoom *= 1.2
+        else:
+            zoom /= 1.2
+
+        # Set the new zoom level of the view
+        self.setTransform(QTransform().scale(zoom, zoom))
+
+
+class ImagePlotter2(QLabel):
+    def __init__(self, parent=None):
+        super(ImagePlotter2, self).__init__(parent)
+        self.setMouseTracking(True)
+        self.setCursor(Qt.CrossCursor)
+
+    # def mouseMoveEvent(self, event):
+    #    cursor_pos = event.pos()
+    #    print("Cursor position:", cursor_pos.x(), cursor_pos.y())
+
+    def mousePressEvent(self, event):
+        cursor_pos = event.pos()
+        pixmap = self.pixmap()
+        label_pos = self.pos()
+        pixmap_rect = pixmap.rect()
+
+        pixmap_pos = label_pos + pixmap_rect.topLeft()
+
+        pixel_color = pixmap.toImage().pixelColor(0, 0)
+        red = pixel_color.red()
+        green = pixel_color.green()
+        blue = pixel_color.blue()
+
+        print("RGB value of pixel at position (10, 10):", red, green, blue)
+
+        print(
+            "Position of pixmap top left:",
+            pixmap_rect.topLeft().x(),
+            pixmap_rect.topLeft().y(),
+        )
+        print("Position of pixmap in QLabel:", pixmap_pos.x(), pixmap_pos.y())
+        print("Label pos:", label_pos.x(), label_pos.y())
+        # image_pos = self.mapFrom(self., cursor_pos)
+
+
+#        print("Mouse clicked at:", event.pos().x(), event.pos().y())
+#        print("Mouse clicked at:", image_pos.x(), image_pos.y())
+
+
+from PyQt6.QtGui import QImage, QPixmap, QPainter
+from PyQt6 import QtCore, QtGui, QtWidgets
+
+
+__author__ = "Atinderpal Singh"
+__license__ = "MIT"
+__version__ = "1.0"
+__email__ = "atinderpalap@gmail.com"
+
+
+class ImagePlotter3(QLabel):
+    """Basic image viewer class to show an image with zoom and pan functionaities.
+    Requirement: Qt's Qlabel widget name where the image will be drawn/displayed.
+    """
+
+    def __init__(self, parent=None):
+        super(ImagePlotter3, self).__init__(parent)
+        self.qlabel_image = (
+            QLabel()
+        )  # widget/window name where image is displayed (I'm usiing qlabel)
+        self.qimage_scaled = QImage()  # scaled image to fit to the size of qlabel_image
+        self.qpixmap = QPixmap()  # qpixmap to fill the qlabel_image
+
+        self.zoomX = 1  # zoom factor w.r.t size of qlabel_image
+        self.position = [
+            0,
+            0,
+        ]  # position of top left corner of qimage_label w.r.t. qimage_scaled
+        self.panFlag = False  # to enable or disable pan
+
+        self.qlabel_image.setSizePolicy(
+            QtWidgets.QSizePolicy.Ignored, QtWidgets.QSizePolicy.Ignored
+        )
+        self.__connectEvents()
+
+    def __connectEvents(self):
+        # Mouse events
+        self.qlabel_image.mousePressEvent = self.mousePressAction
+        self.qlabel_image.mouseMoveEvent = self.mouseMoveAction
+        self.qlabel_image.mouseReleaseEvent = self.mouseReleaseAction
+
+    def onResize(self):
+        """things to do when qlabel_image is resized"""
+        self.qpixmap = QPixmap(self.qlabel_image.size())
+        self.qpixmap.fill(QtCore.Qt.gray)
+        self.qimage_scaled = self.qimage.scaled(
+            self.qlabel_image.width() * self.zoomX,
+            self.qlabel_image.height() * self.zoomX,
+            QtCore.Qt.KeepAspectRatio,
+        )
+        self.update()
+
+    def loadImage(self, input_image):
+        """To load and display new image."""
+        self.qimage = input_image.toImage()
+        print(self.qimage.width())
+        self.qpixmap = QPixmap(self.qlabel_image.size())
+        if not self.qimage.isNull():
+            # reset Zoom factor and Pan position
+            self.zoomX = 1
+            self.position = [0, 0]
+            self.qimage_scaled = self.qimage.scaled(
+                self.qlabel_image.width(),
+                self.qlabel_image.height(),
+                QtCore.Qt.KeepAspectRatio,
+            )
+            self.update()
+        else:
+            self.statusbar.showMessage("Cannot open this image! Try another one.", 5000)
+
+    def update(self):
+        """This function actually draws the scaled image to the qlabel_image.
+        It will be repeatedly called when zooming or panning.
+        So, I tried to include only the necessary operations required just for these tasks.
+        """
+        if not self.qimage_scaled.isNull():
+            # check if position is within limits to prevent unbounded panning.
+            px, py = self.position
+            px = (
+                px
+                if (px <= self.qimage_scaled.width() - self.qlabel_image.width())
+                else (self.qimage_scaled.width() - self.qlabel_image.width())
+            )
+            py = (
+                py
+                if (py <= self.qimage_scaled.height() - self.qlabel_image.height())
+                else (self.qimage_scaled.height() - self.qlabel_image.height())
+            )
+            px = px if (px >= 0) else 0
+            py = py if (py >= 0) else 0
+            self.position = (px, py)
+
+            if self.zoomX == 1:
+                self.qpixmap.fill(QtCore.Qt.white)
+
+            # the act of painting the qpixamp
+            painter = QPainter()
+            painter.begin(self.qpixmap)
+            painter.drawImage(
+                QtCore.QPoint(0, 0),
+                self.qimage_scaled,
+                QtCore.QRect(
+                    self.position[0],
+                    self.position[1],
+                    self.qlabel_image.width(),
+                    self.qlabel_image.height(),
+                ),
+            )
+            painter.end()
+
+            self.qlabel_image.setPixmap(self.qpixmap)
+        else:
+            pass
+
+    def mousePressAction(self, QMouseEvent):
+        x, y = QMouseEvent.pos().x(), QMouseEvent.pos().y()
+        # print(x,y)
+        if self.panFlag:
+            self.pressed = QMouseEvent.pos()  # starting point of drag vector
+            self.anchor = self.position  # save the pan position when panning starts
+        print("Label pos:")
+
+    def mouseMoveAction(self, QMouseEvent):
+        x, y = QMouseEvent.pos().x(), QMouseEvent.pos().y()
+        if self.pressed:
+            dx, dy = (
+                x - self.pressed.x(),
+                y - self.pressed.y(),
+            )  # calculate the drag vector
+            self.position = (
+                self.anchor[0] - dx,
+                self.anchor[1] - dy,
+            )  # update pan position using drag vector
+            self.update()
+
+            # show the image with udated pan position
+
+        print("Label pos:")
+
+    def mouseReleaseAction(self, QMouseEvent):
+        self.pressed = None  # clear the starting point of drag vector
+
+    def zoomPlus(self):
+        self.zoomX += 1
+        px, py = self.position
+        px += self.qlabel_image.width() / 2
+        py += self.qlabel_image.height() / 2
+        self.position = (px, py)
+        self.qimage_scaled = self.qimage.scaled(
+            self.qlabel_image.width() * self.zoomX,
+            self.qlabel_image.height() * self.zoomX,
+            QtCore.Qt.KeepAspectRatio,
+        )
+        self.update()
+
+    def zoomMinus(self):
+        if self.zoomX > 1:
+            self.zoomX -= 1
+            px, py = self.position
+            px -= self.qlabel_image.width() / 2
+            py -= self.qlabel_image.height() / 2
+            self.position = (px, py)
+            self.qimage_scaled = self.qimage.scaled(
+                self.qlabel_image.width() * self.zoomX,
+                self.qlabel_image.height() * self.zoomX,
+                QtCore.Qt.KeepAspectRatio,
+            )
+            self.update()
+
+    def resetZoom(self):
+        self.zoomX = 1
+        self.position = [0, 0]
+        self.qimage_scaled = self.qimage.scaled(
+            self.qlabel_image.width() * self.zoomX,
+            self.qlabel_image.height() * self.zoomX,
+            QtCore.Qt.KeepAspectRatio,
+        )
+        self.update()
+
+    def enablePan(self, value):
+        self.panFlag = value
diff --git a/src/MplWidget.py b/src/MplWidget.py
new file mode 100755
index 0000000..e43e391
--- /dev/null
+++ b/src/MplWidget.py
@@ -0,0 +1,60 @@
+# Imports
+from PyQt6 import QtWidgets
+from matplotlib.figure import Figure
+from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as Canvas
+import matplotlib
+
+# Ensure using PyQt5 backend
+matplotlib.use("QT5Agg")
+
+
+# Matplotlib canvas class to create figure
+class MplCanvas(Canvas):
+    def __init__(self):
+        self.fig = Figure(figsize=(5, 2))
+        self.ax = self.fig.add_subplot(111)
+        Canvas.__init__(self, self.fig)
+        # Canvas.setSizePolicy(self, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
+        Canvas.updateGeometry(self)
+
+
+# Matplotlib widget
+class MplWidget(QtWidgets.QWidget):
+    _controller = None
+
+    def __init__(self, parent=None):
+        QtWidgets.QWidget.__init__(self, parent)  # Inherit from QWidget
+        self.canvas = MplCanvas()  # Create canvas object
+        self.vbl = QtWidgets.QVBoxLayout()  # Set box for plotting
+        self.vbl.addWidget(self.canvas)
+        self.setLayout(self.vbl)
+
+    @property
+    def controller(self):
+        return self._image
+
+    @controller.setter
+    def controller(self, controller):
+        self._controller = controller
+
+    def drawHistogram(self, img):
+        self.canvas.ax.cla()
+
+        histogram = self._controller.calculate_histogram(img)
+        color = ("b", "g", "r")
+
+        if len(histogram) == 1:
+            color = "b"
+
+        for i, col in enumerate(color):
+            self.canvas.ax.plot(histogram[i], color=col)
+            self.canvas.ax.set_xlim([0, 256])
+            # self.canvas.figure.set_size_inches(2,2)
+
+        self.canvas.fig.tight_layout()
+        self.canvas.draw()
+
+    def save_histogram(self, str):
+        if self.canvas.fig is not None:
+            # Speichere die Figur als Bild
+            self.canvas.fig.savefig(str, dpi=300)
diff --git a/src/Playground_UI.py b/src/Playground_UI.py
new file mode 100755
index 0000000..fe924ca
--- /dev/null
+++ b/src/Playground_UI.py
@@ -0,0 +1,779 @@
+# Form implementation generated from reading ui file 'Playground_UI.ui'
+#
+# Created by: PyQt6 UI code generator 6.6.0
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic6 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+
+from PyQt6 import QtCore, QtGui, QtWidgets
+
+
+class Ui_MainWindow(object):
+    def setupUi(self, MainWindow):
+        MainWindow.setObjectName("MainWindow")
+        MainWindow.resize(1259, 858)
+        self.centralwidget = QtWidgets.QWidget(parent=MainWindow)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Maximum
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.centralwidget.sizePolicy().hasHeightForWidth()
+        )
+        self.centralwidget.setSizePolicy(sizePolicy)
+        self.centralwidget.setObjectName("centralwidget")
+        self.horizontalLayout_5 = QtWidgets.QHBoxLayout(self.centralwidget)
+        self.horizontalLayout_5.setObjectName("horizontalLayout_5")
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setSizeConstraint(
+            QtWidgets.QLayout.SizeConstraint.SetDefaultConstraint
+        )
+        self.horizontalLayout.setSpacing(7)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.layout_left = QtWidgets.QVBoxLayout()
+        self.layout_left.setObjectName("layout_left")
+        self.tab_widget_image = QtWidgets.QTabWidget(parent=self.centralwidget)
+        self.tab_widget_image.setMinimumSize(QtCore.QSize(500, 500))
+        self.tab_widget_image.setAutoFillBackground(True)
+        self.tab_widget_image.setObjectName("tab_widget_image")
+        self.tab_output_image = QtWidgets.QWidget()
+        self.tab_output_image.setAutoFillBackground(False)
+        self.tab_output_image.setObjectName("tab_output_image")
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.tab_output_image)
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.label_output_image = QtWidgets.QLabel(parent=self.tab_output_image)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.MinimumExpanding,
+            QtWidgets.QSizePolicy.Policy.MinimumExpanding,
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.label_output_image.sizePolicy().hasHeightForWidth()
+        )
+        self.label_output_image.setSizePolicy(sizePolicy)
+        self.label_output_image.setFrameShape(QtWidgets.QFrame.Shape.Box)
+        self.label_output_image.setFrameShadow(QtWidgets.QFrame.Shadow.Plain)
+        self.label_output_image.setScaledContents(False)
+        self.label_output_image.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
+        self.label_output_image.setObjectName("label_output_image")
+        self.verticalLayout_3.addWidget(self.label_output_image)
+        self.pushButton_reset_output_image = QtWidgets.QPushButton(
+            parent=self.tab_output_image
+        )
+        self.pushButton_reset_output_image.setObjectName(
+            "pushButton_reset_output_image"
+        )
+        self.verticalLayout_3.addWidget(self.pushButton_reset_output_image)
+        self.pushButton_overwrite_input_image = QtWidgets.QPushButton(
+            parent=self.tab_output_image
+        )
+        self.pushButton_overwrite_input_image.setObjectName(
+            "pushButton_overwrite_input_image"
+        )
+        self.verticalLayout_3.addWidget(self.pushButton_overwrite_input_image)
+        self.tab_widget_image.addTab(self.tab_output_image, "")
+        self.tab_input_image = QtWidgets.QWidget()
+        self.tab_input_image.setObjectName("tab_input_image")
+        self.verticalLayout_4 = QtWidgets.QVBoxLayout(self.tab_input_image)
+        self.verticalLayout_4.setObjectName("verticalLayout_4")
+        self.label_input_image = QtWidgets.QLabel(parent=self.tab_input_image)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.MinimumExpanding,
+            QtWidgets.QSizePolicy.Policy.MinimumExpanding,
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.label_input_image.sizePolicy().hasHeightForWidth()
+        )
+        self.label_input_image.setSizePolicy(sizePolicy)
+        self.label_input_image.setAutoFillBackground(False)
+        self.label_input_image.setFrameShape(QtWidgets.QFrame.Shape.Box)
+        self.label_input_image.setScaledContents(False)
+        self.label_input_image.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
+        self.label_input_image.setObjectName("label_input_image")
+        self.verticalLayout_4.addWidget(self.label_input_image)
+        self.tab_widget_image.addTab(self.tab_input_image, "")
+        self.layout_left.addWidget(self.tab_widget_image)
+        self.line = QtWidgets.QFrame(parent=self.centralwidget)
+        self.line.setFrameShape(QtWidgets.QFrame.Shape.HLine)
+        self.line.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.line.setObjectName("line")
+        self.layout_left.addWidget(self.line)
+        self.text_output = QtWidgets.QTextBrowser(parent=self.centralwidget)
+        self.text_output.setMinimumSize(QtCore.QSize(0, 150))
+        self.text_output.setObjectName("text_output")
+        self.layout_left.addWidget(
+            self.text_output, 0, QtCore.Qt.AlignmentFlag.AlignBottom
+        )
+        self.horizontalLayout.addLayout(self.layout_left)
+        self.vertical_line = QtWidgets.QFrame(parent=self.centralwidget)
+        self.vertical_line.setFrameShape(QtWidgets.QFrame.Shape.VLine)
+        self.vertical_line.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.vertical_line.setObjectName("vertical_line")
+        self.horizontalLayout.addWidget(self.vertical_line)
+        self.layout_right = QtWidgets.QVBoxLayout()
+        self.layout_right.setObjectName("layout_right")
+        self.label = QtWidgets.QLabel(parent=self.centralwidget)
+        self.label.setObjectName("label")
+        self.layout_right.addWidget(self.label)
+        self.widget_histogram = MplWidget(parent=self.centralwidget)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.widget_histogram.sizePolicy().hasHeightForWidth()
+        )
+        self.widget_histogram.setSizePolicy(sizePolicy)
+        self.widget_histogram.setMinimumSize(QtCore.QSize(400, 250))
+        self.widget_histogram.setAutoFillBackground(True)
+        self.widget_histogram.setObjectName("widget_histogram")
+        self.layout_right.addWidget(self.widget_histogram)
+        self.horizontal_line = QtWidgets.QFrame(parent=self.centralwidget)
+        self.horizontal_line.setContextMenuPolicy(
+            QtCore.Qt.ContextMenuPolicy.PreventContextMenu
+        )
+        self.horizontal_line.setFrameShape(QtWidgets.QFrame.Shape.HLine)
+        self.horizontal_line.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.horizontal_line.setObjectName("horizontal_line")
+        self.layout_right.addWidget(self.horizontal_line)
+        self.tabWidget_controller = QtWidgets.QTabWidget(parent=self.centralwidget)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Expanding
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.tabWidget_controller.sizePolicy().hasHeightForWidth()
+        )
+        self.tabWidget_controller.setSizePolicy(sizePolicy)
+        self.tabWidget_controller.setMinimumSize(QtCore.QSize(400, 0))
+        self.tabWidget_controller.setObjectName("tabWidget_controller")
+        self.tab_image_analysis = QtWidgets.QWidget()
+        self.tab_image_analysis.setObjectName("tab_image_analysis")
+        self.verticalLayout_7 = QtWidgets.QVBoxLayout(self.tab_image_analysis)
+        self.verticalLayout_7.setObjectName("verticalLayout_7")
+        self.tabWidget_analysis = QtWidgets.QTabWidget(parent=self.tab_image_analysis)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Maximum,
+            QtWidgets.QSizePolicy.Policy.MinimumExpanding,
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.tabWidget_analysis.sizePolicy().hasHeightForWidth()
+        )
+        self.tabWidget_analysis.setSizePolicy(sizePolicy)
+        self.tabWidget_analysis.setMinimumSize(QtCore.QSize(380, 0))
+        self.tabWidget_analysis.setObjectName("tabWidget_analysis")
+        self.widget_image_information = QtWidgets.QWidget()
+        self.widget_image_information.setObjectName("widget_image_information")
+        self.verticalLayout_8 = QtWidgets.QVBoxLayout(self.widget_image_information)
+        self.verticalLayout_8.setObjectName("verticalLayout_8")
+        self.widget = QtWidgets.QWidget(parent=self.widget_image_information)
+        self.widget.setObjectName("widget")
+        self.formLayout = QtWidgets.QFormLayout(self.widget)
+        self.formLayout.setObjectName("formLayout")
+        self.label_height_text = QtWidgets.QLabel(parent=self.widget)
+        self.label_height_text.setObjectName("label_height_text")
+        self.formLayout.setWidget(
+            0, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_height_text
+        )
+        self.label_height_image = QtWidgets.QLabel(parent=self.widget)
+        self.label_height_image.setObjectName("label_height_image")
+        self.formLayout.setWidget(
+            0, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_height_image
+        )
+        self.label_width_text = QtWidgets.QLabel(parent=self.widget)
+        self.label_width_text.setObjectName("label_width_text")
+        self.formLayout.setWidget(
+            1, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_width_text
+        )
+        self.label_width_image = QtWidgets.QLabel(parent=self.widget)
+        self.label_width_image.setObjectName("label_width_image")
+        self.formLayout.setWidget(
+            1, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_width_image
+        )
+        self.verticalLayout_8.addWidget(self.widget)
+        self.groupBox_2 = QtWidgets.QGroupBox(parent=self.widget_image_information)
+        self.groupBox_2.setObjectName("groupBox_2")
+        self.formLayout_4 = QtWidgets.QFormLayout(self.groupBox_2)
+        self.formLayout_4.setObjectName("formLayout_4")
+        self.label_4 = QtWidgets.QLabel(parent=self.groupBox_2)
+        self.label_4.setObjectName("label_4")
+        self.formLayout_4.setWidget(
+            0, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_4
+        )
+        self.label_color_pixel1 = QtWidgets.QLabel(parent=self.groupBox_2)
+        self.label_color_pixel1.setObjectName("label_color_pixel1")
+        self.formLayout_4.setWidget(
+            0, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_color_pixel1
+        )
+        self.label_5 = QtWidgets.QLabel(parent=self.groupBox_2)
+        self.label_5.setObjectName("label_5")
+        self.formLayout_4.setWidget(
+            1, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_5
+        )
+        self.label_color_pixel2 = QtWidgets.QLabel(parent=self.groupBox_2)
+        self.label_color_pixel2.setObjectName("label_color_pixel2")
+        self.formLayout_4.setWidget(
+            1, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_color_pixel2
+        )
+        self.verticalLayout_8.addWidget(self.groupBox_2)
+        self.groupBox = QtWidgets.QGroupBox(parent=self.widget_image_information)
+        self.groupBox.setObjectName("groupBox")
+        self.horizontalLayout_4 = QtWidgets.QHBoxLayout(self.groupBox)
+        self.horizontalLayout_4.setObjectName("horizontalLayout_4")
+        self.pushButton_show_channel1 = QtWidgets.QPushButton(parent=self.groupBox)
+        self.pushButton_show_channel1.setObjectName("pushButton_show_channel1")
+        self.horizontalLayout_4.addWidget(self.pushButton_show_channel1)
+        self.pushButton_show_channel2 = QtWidgets.QPushButton(parent=self.groupBox)
+        self.pushButton_show_channel2.setObjectName("pushButton_show_channel2")
+        self.horizontalLayout_4.addWidget(self.pushButton_show_channel2)
+        self.pushButton_show_channel3 = QtWidgets.QPushButton(parent=self.groupBox)
+        self.pushButton_show_channel3.setObjectName("pushButton_show_channel3")
+        self.horizontalLayout_4.addWidget(self.pushButton_show_channel3)
+        self.verticalLayout_8.addWidget(self.groupBox)
+        self.pushButton_do_image_manipulation = QtWidgets.QPushButton(
+            parent=self.widget_image_information
+        )
+        self.pushButton_do_image_manipulation.setObjectName(
+            "pushButton_do_image_manipulation"
+        )
+        self.verticalLayout_8.addWidget(self.pushButton_do_image_manipulation)
+        spacerItem = QtWidgets.QSpacerItem(
+            20,
+            40,
+            QtWidgets.QSizePolicy.Policy.Minimum,
+            QtWidgets.QSizePolicy.Policy.Expanding,
+        )
+        self.verticalLayout_8.addItem(spacerItem)
+        self.tabWidget_analysis.addTab(self.widget_image_information, "")
+        self.widget_color_analysis = QtWidgets.QWidget()
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.widget_color_analysis.sizePolicy().hasHeightForWidth()
+        )
+        self.widget_color_analysis.setSizePolicy(sizePolicy)
+        self.widget_color_analysis.setObjectName("widget_color_analysis")
+        self.verticalLayout_5 = QtWidgets.QVBoxLayout(self.widget_color_analysis)
+        self.verticalLayout_5.setObjectName("verticalLayout_5")
+        self.verticalLayout_color_analysis = QtWidgets.QVBoxLayout()
+        self.verticalLayout_color_analysis.setObjectName(
+            "verticalLayout_color_analysis"
+        )
+        self.label_color_analysis = QtWidgets.QLabel(parent=self.widget_color_analysis)
+        self.label_color_analysis.setMaximumSize(QtCore.QSize(16777215, 20))
+        self.label_color_analysis.setScaledContents(False)
+        self.label_color_analysis.setAlignment(
+            QtCore.Qt.AlignmentFlag.AlignLeading
+            | QtCore.Qt.AlignmentFlag.AlignLeft
+            | QtCore.Qt.AlignmentFlag.AlignTop
+        )
+        self.label_color_analysis.setObjectName("label_color_analysis")
+        self.verticalLayout_color_analysis.addWidget(self.label_color_analysis)
+        self.horizontalSlider_color_clusters = QtWidgets.QSlider(
+            parent=self.widget_color_analysis
+        )
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.horizontalSlider_color_clusters.sizePolicy().hasHeightForWidth()
+        )
+        self.horizontalSlider_color_clusters.setSizePolicy(sizePolicy)
+        self.horizontalSlider_color_clusters.setMinimumSize(QtCore.QSize(370, 0))
+        self.horizontalSlider_color_clusters.setSizeIncrement(QtCore.QSize(380, 0))
+        self.horizontalSlider_color_clusters.setMinimum(1)
+        self.horizontalSlider_color_clusters.setMaximum(10)
+        self.horizontalSlider_color_clusters.setSliderPosition(3)
+        self.horizontalSlider_color_clusters.setOrientation(
+            QtCore.Qt.Orientation.Horizontal
+        )
+        self.horizontalSlider_color_clusters.setTickPosition(
+            QtWidgets.QSlider.TickPosition.TicksBelow
+        )
+        self.horizontalSlider_color_clusters.setTickInterval(1)
+        self.horizontalSlider_color_clusters.setObjectName(
+            "horizontalSlider_color_clusters"
+        )
+        self.verticalLayout_color_analysis.addWidget(
+            self.horizontalSlider_color_clusters
+        )
+        self.line_2 = QtWidgets.QFrame(parent=self.widget_color_analysis)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(self.line_2.sizePolicy().hasHeightForWidth())
+        self.line_2.setSizePolicy(sizePolicy)
+        self.line_2.setMinimumSize(QtCore.QSize(370, 0))
+        self.line_2.setSizeIncrement(QtCore.QSize(370, 0))
+        self.line_2.setFrameShape(QtWidgets.QFrame.Shape.HLine)
+        self.line_2.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.line_2.setObjectName("line_2")
+        self.verticalLayout_color_analysis.addWidget(self.line_2)
+        self.label_image_color_analysis_output = QtWidgets.QLabel(
+            parent=self.widget_color_analysis
+        )
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Preferred
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.label_image_color_analysis_output.sizePolicy().hasHeightForWidth()
+        )
+        self.label_image_color_analysis_output.setSizePolicy(sizePolicy)
+        self.label_image_color_analysis_output.setMinimumSize(QtCore.QSize(370, 0))
+        self.label_image_color_analysis_output.setAlignment(
+            QtCore.Qt.AlignmentFlag.AlignCenter
+        )
+        self.label_image_color_analysis_output.setObjectName(
+            "label_image_color_analysis_output"
+        )
+        self.verticalLayout_color_analysis.addWidget(
+            self.label_image_color_analysis_output
+        )
+        self.verticalLayout_5.addLayout(self.verticalLayout_color_analysis)
+        self.tabWidget_analysis.addTab(self.widget_color_analysis, "")
+        self.verticalLayout_7.addWidget(self.tabWidget_analysis)
+        self.tabWidget_controller.addTab(self.tab_image_analysis, "")
+        self.tab_geometric_adjustments = QtWidgets.QWidget()
+        self.tab_geometric_adjustments.setObjectName("tab_geometric_adjustments")
+        self.gridLayout_2 = QtWidgets.QGridLayout(self.tab_geometric_adjustments)
+        self.gridLayout_2.setObjectName("gridLayout_2")
+        self.lineEdit_image_width = QtWidgets.QLineEdit(
+            parent=self.tab_geometric_adjustments
+        )
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.lineEdit_image_width.sizePolicy().hasHeightForWidth()
+        )
+        self.lineEdit_image_width.setSizePolicy(sizePolicy)
+        self.lineEdit_image_width.setObjectName("lineEdit_image_width")
+        self.gridLayout_2.addWidget(self.lineEdit_image_width, 1, 1, 1, 1)
+        self.pushButton_adjust_image_size = QtWidgets.QPushButton(
+            parent=self.tab_geometric_adjustments
+        )
+        self.pushButton_adjust_image_size.setObjectName("pushButton_adjust_image_size")
+        self.gridLayout_2.addWidget(self.pushButton_adjust_image_size, 4, 0, 1, 2)
+        self.checkBox_fix_image_size = QtWidgets.QCheckBox(
+            parent=self.tab_geometric_adjustments
+        )
+        self.checkBox_fix_image_size.setChecked(True)
+        self.checkBox_fix_image_size.setObjectName("checkBox_fix_image_size")
+        self.gridLayout_2.addWidget(self.checkBox_fix_image_size, 2, 1, 1, 1)
+        self.label_3 = QtWidgets.QLabel(parent=self.tab_geometric_adjustments)
+        self.label_3.setObjectName("label_3")
+        self.gridLayout_2.addWidget(self.label_3, 1, 0, 1, 1)
+        self.lineEdit_image_height = QtWidgets.QLineEdit(
+            parent=self.tab_geometric_adjustments
+        )
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.lineEdit_image_height.sizePolicy().hasHeightForWidth()
+        )
+        self.lineEdit_image_height.setSizePolicy(sizePolicy)
+        self.lineEdit_image_height.setObjectName("lineEdit_image_height")
+        self.gridLayout_2.addWidget(self.lineEdit_image_height, 0, 1, 1, 1)
+        self.label_2 = QtWidgets.QLabel(parent=self.tab_geometric_adjustments)
+        self.label_2.setObjectName("label_2")
+        self.gridLayout_2.addWidget(self.label_2, 0, 0, 1, 1)
+        spacerItem1 = QtWidgets.QSpacerItem(
+            20,
+            40,
+            QtWidgets.QSizePolicy.Policy.Minimum,
+            QtWidgets.QSizePolicy.Policy.Expanding,
+        )
+        self.gridLayout_2.addItem(spacerItem1, 5, 1, 1, 1)
+        self.tabWidget_controller.addTab(self.tab_geometric_adjustments, "")
+        self.tab_histogram_manip = QtWidgets.QWidget()
+        self.tab_histogram_manip.setObjectName("tab_histogram_manip")
+        self.verticalLayout_9 = QtWidgets.QVBoxLayout(self.tab_histogram_manip)
+        self.verticalLayout_9.setObjectName("verticalLayout_9")
+        self.pushButton_hist_stretch = QtWidgets.QPushButton(
+            parent=self.tab_histogram_manip
+        )
+        self.pushButton_hist_stretch.setObjectName("pushButton_hist_stretch")
+        self.verticalLayout_9.addWidget(self.pushButton_hist_stretch)
+        self.pushButton_hist_equalization = QtWidgets.QPushButton(
+            parent=self.tab_histogram_manip
+        )
+        self.pushButton_hist_equalization.setObjectName("pushButton_hist_equalization")
+        self.verticalLayout_9.addWidget(self.pushButton_hist_equalization)
+        self.line_3 = QtWidgets.QFrame(parent=self.tab_histogram_manip)
+        self.line_3.setFrameShape(QtWidgets.QFrame.Shape.HLine)
+        self.line_3.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.line_3.setObjectName("line_3")
+        self.verticalLayout_9.addWidget(self.line_3)
+        self.pushButton_hist_log = QtWidgets.QPushButton(
+            parent=self.tab_histogram_manip
+        )
+        self.pushButton_hist_log.setObjectName("pushButton_hist_log")
+        self.verticalLayout_9.addWidget(self.pushButton_hist_log)
+        self.pushButton_hist_exp = QtWidgets.QPushButton(
+            parent=self.tab_histogram_manip
+        )
+        self.pushButton_hist_exp.setObjectName("pushButton_hist_exp")
+        self.verticalLayout_9.addWidget(self.pushButton_hist_exp)
+        self.pushButton_hist_inv = QtWidgets.QPushButton(
+            parent=self.tab_histogram_manip
+        )
+        self.pushButton_hist_inv.setObjectName("pushButton_hist_inv")
+        self.verticalLayout_9.addWidget(self.pushButton_hist_inv)
+        self.groupBox_6 = QtWidgets.QGroupBox(parent=self.tab_histogram_manip)
+        self.groupBox_6.setObjectName("groupBox_6")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.groupBox_6)
+        self.verticalLayout.setContentsMargins(-1, 0, -1, 0)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.horizontalSlider_hist_threshold = QtWidgets.QSlider(parent=self.groupBox_6)
+        self.horizontalSlider_hist_threshold.setMaximum(255)
+        self.horizontalSlider_hist_threshold.setProperty("value", 128)
+        self.horizontalSlider_hist_threshold.setOrientation(
+            QtCore.Qt.Orientation.Horizontal
+        )
+        self.horizontalSlider_hist_threshold.setTickPosition(
+            QtWidgets.QSlider.TickPosition.TicksBelow
+        )
+        self.horizontalSlider_hist_threshold.setTickInterval(0)
+        self.horizontalSlider_hist_threshold.setObjectName(
+            "horizontalSlider_hist_threshold"
+        )
+        self.verticalLayout.addWidget(self.horizontalSlider_hist_threshold)
+        self.verticalLayout_9.addWidget(self.groupBox_6)
+        self.pushButton_hist_fill = QtWidgets.QPushButton(
+            parent=self.tab_histogram_manip
+        )
+        self.pushButton_hist_fill.setObjectName("pushButton_hist_fill")
+        self.verticalLayout_9.addWidget(self.pushButton_hist_fill)
+        spacerItem2 = QtWidgets.QSpacerItem(
+            20,
+            40,
+            QtWidgets.QSizePolicy.Policy.Minimum,
+            QtWidgets.QSizePolicy.Policy.Expanding,
+        )
+        self.verticalLayout_9.addItem(spacerItem2)
+        self.tabWidget_controller.addTab(self.tab_histogram_manip, "")
+        self.tab_filter = QtWidgets.QWidget()
+        self.tab_filter.setObjectName("tab_filter")
+        self.verticalLayout_6 = QtWidgets.QVBoxLayout(self.tab_filter)
+        self.verticalLayout_6.setObjectName("verticalLayout_6")
+        self.groupBox_3 = QtWidgets.QGroupBox(parent=self.tab_filter)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Minimum, QtWidgets.QSizePolicy.Policy.Minimum
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(self.groupBox_3.sizePolicy().hasHeightForWidth())
+        self.groupBox_3.setSizePolicy(sizePolicy)
+        self.groupBox_3.setObjectName("groupBox_3")
+        self.verticalLayout_11 = QtWidgets.QVBoxLayout(self.groupBox_3)
+        self.verticalLayout_11.setObjectName("verticalLayout_11")
+        self.widget_2 = QtWidgets.QWidget(parent=self.groupBox_3)
+        self.widget_2.setObjectName("widget_2")
+        self.horizontalLayout_7 = QtWidgets.QHBoxLayout(self.widget_2)
+        self.horizontalLayout_7.setContentsMargins(-1, 0, -1, 0)
+        self.horizontalLayout_7.setObjectName("horizontalLayout_7")
+        self.label_8 = QtWidgets.QLabel(parent=self.widget_2)
+        self.label_8.setObjectName("label_8")
+        self.horizontalLayout_7.addWidget(self.label_8)
+        self.spinBox_filter_avg_size = QtWidgets.QSpinBox(parent=self.widget_2)
+        self.spinBox_filter_avg_size.setReadOnly(False)
+        self.spinBox_filter_avg_size.setButtonSymbols(
+            QtWidgets.QAbstractSpinBox.ButtonSymbols.UpDownArrows
+        )
+        self.spinBox_filter_avg_size.setAccelerated(False)
+        self.spinBox_filter_avg_size.setCorrectionMode(
+            QtWidgets.QAbstractSpinBox.CorrectionMode.CorrectToNearestValue
+        )
+        self.spinBox_filter_avg_size.setKeyboardTracking(False)
+        self.spinBox_filter_avg_size.setProperty("showGroupSeparator", False)
+        self.spinBox_filter_avg_size.setMinimum(3)
+        self.spinBox_filter_avg_size.setSingleStep(2)
+        self.spinBox_filter_avg_size.setObjectName("spinBox_filter_avg_size")
+        self.horizontalLayout_7.addWidget(self.spinBox_filter_avg_size)
+        self.verticalLayout_11.addWidget(self.widget_2)
+        self.widget_3 = QtWidgets.QWidget(parent=self.groupBox_3)
+        self.widget_3.setObjectName("widget_3")
+        self.horizontalLayout_6 = QtWidgets.QHBoxLayout(self.widget_3)
+        self.horizontalLayout_6.setContentsMargins(-1, 0, -1, 0)
+        self.horizontalLayout_6.setObjectName("horizontalLayout_6")
+        self.pushButton_filter_movAvg = QtWidgets.QPushButton(parent=self.widget_3)
+        self.pushButton_filter_movAvg.setObjectName("pushButton_filter_movAvg")
+        self.horizontalLayout_6.addWidget(self.pushButton_filter_movAvg)
+        self.pushButton_filter_gauss = QtWidgets.QPushButton(parent=self.widget_3)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Minimum, QtWidgets.QSizePolicy.Policy.Fixed
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.pushButton_filter_gauss.sizePolicy().hasHeightForWidth()
+        )
+        self.pushButton_filter_gauss.setSizePolicy(sizePolicy)
+        self.pushButton_filter_gauss.setObjectName("pushButton_filter_gauss")
+        self.horizontalLayout_6.addWidget(self.pushButton_filter_gauss)
+        self.pushButton_filter_median = QtWidgets.QPushButton(parent=self.widget_3)
+        self.pushButton_filter_median.setObjectName("pushButton_filter_median")
+        self.horizontalLayout_6.addWidget(self.pushButton_filter_median)
+        self.verticalLayout_11.addWidget(self.widget_3)
+        self.verticalLayout_6.addWidget(self.groupBox_3)
+        self.groupBox_4 = QtWidgets.QGroupBox(parent=self.tab_filter)
+        sizePolicy = QtWidgets.QSizePolicy(
+            QtWidgets.QSizePolicy.Policy.Minimum, QtWidgets.QSizePolicy.Policy.Preferred
+        )
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(self.groupBox_4.sizePolicy().hasHeightForWidth())
+        self.groupBox_4.setSizePolicy(sizePolicy)
+        self.groupBox_4.setObjectName("groupBox_4")
+        self.horizontalLayout_3 = QtWidgets.QHBoxLayout(self.groupBox_4)
+        self.horizontalLayout_3.setContentsMargins(-1, 0, -1, 0)
+        self.horizontalLayout_3.setObjectName("horizontalLayout_3")
+        self.pushButton_filter_sobelX = QtWidgets.QPushButton(parent=self.groupBox_4)
+        self.pushButton_filter_sobelX.setObjectName("pushButton_filter_sobelX")
+        self.horizontalLayout_3.addWidget(self.pushButton_filter_sobelX)
+        self.pushButton_filter_sobelY = QtWidgets.QPushButton(parent=self.groupBox_4)
+        self.pushButton_filter_sobelY.setObjectName("pushButton_filter_sobelY")
+        self.horizontalLayout_3.addWidget(self.pushButton_filter_sobelY)
+        self.verticalLayout_6.addWidget(self.groupBox_4)
+        self.line_4 = QtWidgets.QFrame(parent=self.tab_filter)
+        self.line_4.setFrameShape(QtWidgets.QFrame.Shape.HLine)
+        self.line_4.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.line_4.setObjectName("line_4")
+        self.verticalLayout_6.addWidget(self.line_4)
+        self.groupBox_5 = QtWidgets.QGroupBox(parent=self.tab_filter)
+        self.groupBox_5.setObjectName("groupBox_5")
+        self.verticalLayout_10 = QtWidgets.QVBoxLayout(self.groupBox_5)
+        self.verticalLayout_10.setContentsMargins(-1, 0, -1, 0)
+        self.verticalLayout_10.setObjectName("verticalLayout_10")
+        self.pushButton_filter_movAvg_conv = QtWidgets.QPushButton(
+            parent=self.groupBox_5
+        )
+        self.pushButton_filter_movAvg_conv.setObjectName(
+            "pushButton_filter_movAvg_conv"
+        )
+        self.verticalLayout_10.addWidget(self.pushButton_filter_movAvg_conv)
+        self.pushButton_filter_movAvg_sep = QtWidgets.QPushButton(
+            parent=self.groupBox_5
+        )
+        self.pushButton_filter_movAvg_sep.setObjectName("pushButton_filter_movAvg_sep")
+        self.verticalLayout_10.addWidget(self.pushButton_filter_movAvg_sep)
+        self.pushButton_filter_movAvg_int = QtWidgets.QPushButton(
+            parent=self.groupBox_5
+        )
+        self.pushButton_filter_movAvg_int.setObjectName("pushButton_filter_movAvg_int")
+        self.verticalLayout_10.addWidget(self.pushButton_filter_movAvg_int)
+        self.line_5 = QtWidgets.QFrame(parent=self.groupBox_5)
+        self.line_5.setFrameShape(QtWidgets.QFrame.Shape.HLine)
+        self.line_5.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
+        self.line_5.setObjectName("line_5")
+        self.verticalLayout_10.addWidget(self.line_5)
+        self.pushButton_filter_evaluation = QtWidgets.QPushButton(
+            parent=self.groupBox_5
+        )
+        self.pushButton_filter_evaluation.setObjectName("pushButton_filter_evaluation")
+        self.verticalLayout_10.addWidget(self.pushButton_filter_evaluation)
+        self.verticalLayout_6.addWidget(self.groupBox_5)
+        spacerItem3 = QtWidgets.QSpacerItem(
+            20,
+            40,
+            QtWidgets.QSizePolicy.Policy.Minimum,
+            QtWidgets.QSizePolicy.Policy.Expanding,
+        )
+        self.verticalLayout_6.addItem(spacerItem3)
+        self.tabWidget_controller.addTab(self.tab_filter, "")
+        self.tab_AI = QtWidgets.QWidget()
+        self.tab_AI.setObjectName("tab_AI")
+        self.formLayout_3 = QtWidgets.QFormLayout(self.tab_AI)
+        self.formLayout_3.setObjectName("formLayout_3")
+        self.pushButton_AWS_Labeling = QtWidgets.QPushButton(parent=self.tab_AI)
+        self.pushButton_AWS_Labeling.setObjectName("pushButton_AWS_Labeling")
+        self.formLayout_3.setWidget(
+            0, QtWidgets.QFormLayout.ItemRole.LabelRole, self.pushButton_AWS_Labeling
+        )
+        self.tabWidget_controller.addTab(self.tab_AI, "")
+        self.layout_right.addWidget(self.tabWidget_controller)
+        self.horizontalLayout.addLayout(self.layout_right)
+        self.horizontalLayout_5.addLayout(self.horizontalLayout)
+        MainWindow.setCentralWidget(self.centralwidget)
+        self.menubar = QtWidgets.QMenuBar(parent=MainWindow)
+        self.menubar.setGeometry(QtCore.QRect(0, 0, 1259, 37))
+        self.menubar.setObjectName("menubar")
+        self.menuMen = QtWidgets.QMenu(parent=self.menubar)
+        self.menuMen.setObjectName("menuMen")
+        MainWindow.setMenuBar(self.menubar)
+        self.statusbar = QtWidgets.QStatusBar(parent=MainWindow)
+        self.statusbar.setEnabled(True)
+        self.statusbar.setObjectName("statusbar")
+        MainWindow.setStatusBar(self.statusbar)
+        self.actionBild_laden = QtGui.QAction(parent=MainWindow)
+        self.actionBild_laden.setObjectName("actionBild_laden")
+        self.actionBild_speichern = QtGui.QAction(parent=MainWindow)
+        self.actionBild_speichern.setObjectName("actionBild_speichern")
+        self.action_save_histogram = QtGui.QAction(parent=MainWindow)
+        self.action_save_histogram.setObjectName("action_save_histogram")
+        self.menuMen.addAction(self.actionBild_laden)
+        self.menuMen.addAction(self.actionBild_speichern)
+        self.menuMen.addAction(self.action_save_histogram)
+        self.menubar.addAction(self.menuMen.menuAction())
+
+        self.retranslateUi(MainWindow)
+        self.tab_widget_image.setCurrentIndex(0)
+        self.tabWidget_controller.setCurrentIndex(0)
+        self.tabWidget_analysis.setCurrentIndex(0)
+        QtCore.QMetaObject.connectSlotsByName(MainWindow)
+
+    def retranslateUi(self, MainWindow):
+        _translate = QtCore.QCoreApplication.translate
+        MainWindow.setWindowTitle(_translate("MainWindow", "Image Playground"))
+        self.label_output_image.setText(_translate("MainWindow", "Ausgabe"))
+        self.pushButton_reset_output_image.setText(
+            _translate("MainWindow", "Ausgabebild zurücksetzen")
+        )
+        self.pushButton_overwrite_input_image.setText(
+            _translate("MainWindow", "Eingabebild durch aktuelle Ausgabe ersetzen")
+        )
+        self.tab_widget_image.setTabText(
+            self.tab_widget_image.indexOf(self.tab_output_image),
+            _translate("MainWindow", "Ausgabe"),
+        )
+        self.label_input_image.setText(_translate("MainWindow", "Eingabe"))
+        self.tab_widget_image.setTabText(
+            self.tab_widget_image.indexOf(self.tab_input_image),
+            _translate("MainWindow", "Eingabe"),
+        )
+        self.label.setText(_translate("MainWindow", "Histogramm"))
+        self.label_height_text.setText(_translate("MainWindow", "Höhe:"))
+        self.label_height_image.setText(_translate("MainWindow", "0"))
+        self.label_width_text.setText(_translate("MainWindow", "Breite:"))
+        self.label_width_image.setText(_translate("MainWindow", "0"))
+        self.groupBox_2.setTitle(
+            _translate("MainWindow", "Farbinformation zu einzelnen Pixeln")
+        )
+        self.label_4.setText(_translate("MainWindow", "2. Reihe, 1. Spalte:"))
+        self.label_color_pixel1.setText(_translate("MainWindow", "[x,y,z]"))
+        self.label_5.setText(_translate("MainWindow", "1. Reihe, 2. Spalte:"))
+        self.label_color_pixel2.setText(_translate("MainWindow", "[x,y,z]"))
+        self.groupBox.setTitle(_translate("MainWindow", "Farbkanäle anzeigen"))
+        self.pushButton_show_channel1.setText(_translate("MainWindow", "Kanal 1"))
+        self.pushButton_show_channel2.setText(_translate("MainWindow", "Kanal 2"))
+        self.pushButton_show_channel3.setText(_translate("MainWindow", "Kanal 3"))
+        self.pushButton_do_image_manipulation.setText(
+            _translate("MainWindow", "Meine erste Bildmanipulation anwenden")
+        )
+        self.tabWidget_analysis.setTabText(
+            self.tabWidget_analysis.indexOf(self.widget_image_information),
+            _translate("MainWindow", "Bildinformation"),
+        )
+        self.label_color_analysis.setText(_translate("MainWindow", "Anzahl Cluster: "))
+        self.label_image_color_analysis_output.setText(
+            _translate("MainWindow", "Output")
+        )
+        self.tabWidget_analysis.setTabText(
+            self.tabWidget_analysis.indexOf(self.widget_color_analysis),
+            _translate("MainWindow", "Farbanalyse"),
+        )
+        self.tabWidget_controller.setTabText(
+            self.tabWidget_controller.indexOf(self.tab_image_analysis),
+            _translate("MainWindow", "Bildanalyse"),
+        )
+        self.lineEdit_image_width.setPlaceholderText(_translate("MainWindow", "100"))
+        self.pushButton_adjust_image_size.setText(
+            _translate("MainWindow", "Größe anpassen")
+        )
+        self.checkBox_fix_image_size.setText(
+            _translate("MainWindow", "Seitenverhältnis fixieren")
+        )
+        self.label_3.setText(_translate("MainWindow", "Neue Breite"))
+        self.lineEdit_image_height.setPlaceholderText(_translate("MainWindow", "100"))
+        self.label_2.setText(_translate("MainWindow", "Neue Höhe"))
+        self.tabWidget_controller.setTabText(
+            self.tabWidget_controller.indexOf(self.tab_geometric_adjustments),
+            _translate("MainWindow", "Größe"),
+        )
+        self.pushButton_hist_stretch.setText(
+            _translate("MainWindow", "Histogram Stretch")
+        )
+        self.pushButton_hist_equalization.setText(
+            _translate("MainWindow", "Histogram Equalization")
+        )
+        self.pushButton_hist_log.setText(_translate("MainWindow", "Logarithmus"))
+        self.pushButton_hist_exp.setText(
+            _translate("MainWindow", "Exponentialfunktion")
+        )
+        self.pushButton_hist_inv.setText(
+            _translate("MainWindow", "Histogramm invertieren")
+        )
+        self.groupBox_6.setTitle(_translate("MainWindow", "Threshold"))
+        self.pushButton_hist_fill.setText(
+            _translate("MainWindow", "Histogrammlücken füllen")
+        )
+        self.tabWidget_controller.setTabText(
+            self.tabWidget_controller.indexOf(self.tab_histogram_manip),
+            _translate("MainWindow", "Histogramm Mapping"),
+        )
+        self.groupBox_3.setTitle(_translate("MainWindow", "Weichzeichnungsfilter"))
+        self.label_8.setText(_translate("MainWindow", "Filtergröße:"))
+        self.pushButton_filter_movAvg.setText(
+            _translate("MainWindow", "Moving Average")
+        )
+        self.pushButton_filter_gauss.setText(_translate("MainWindow", "Gauß-Filter"))
+        self.pushButton_filter_median.setText(_translate("MainWindow", "Median-Filter"))
+        self.groupBox_4.setTitle(_translate("MainWindow", "Kantenerkennung"))
+        self.pushButton_filter_sobelX.setText(_translate("MainWindow", "Sobel X"))
+        self.pushButton_filter_sobelY.setText(_translate("MainWindow", "Sobel Y"))
+        self.groupBox_5.setTitle(
+            _translate("MainWindow", "Moving Average - Auswertung")
+        )
+        self.pushButton_filter_movAvg_conv.setText(_translate("MainWindow", "Faltung"))
+        self.pushButton_filter_movAvg_sep.setText(
+            _translate("MainWindow", "Separierbarer Filter")
+        )
+        self.pushButton_filter_movAvg_int.setText(
+            _translate("MainWindow", "Integralbild")
+        )
+        self.pushButton_filter_evaluation.setText(
+            _translate("MainWindow", "Auswertung durchführen")
+        )
+        self.tabWidget_controller.setTabText(
+            self.tabWidget_controller.indexOf(self.tab_filter),
+            _translate("MainWindow", "Filter"),
+        )
+        self.pushButton_AWS_Labeling.setText(
+            _translate("MainWindow", "AWS Rekognition Labeling")
+        )
+        self.tabWidget_controller.setTabText(
+            self.tabWidget_controller.indexOf(self.tab_AI),
+            _translate("MainWindow", "Recognition"),
+        )
+        self.menuMen.setTitle(_translate("MainWindow", "Menü"))
+        self.actionBild_laden.setText(_translate("MainWindow", "Bild laden"))
+        self.actionBild_speichern.setText(_translate("MainWindow", "Bild speichern"))
+        self.action_save_histogram.setText(
+            _translate("MainWindow", "Histogramm speichern")
+        )
+
+
+from MplWidget import MplWidget
diff --git a/src/Playground_UI.ui b/src/Playground_UI.ui
new file mode 100755
index 0000000..089f6fc
--- /dev/null
+++ b/src/Playground_UI.ui
@@ -0,0 +1,954 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>MainWindow</class>
+ <widget class="QMainWindow" name="MainWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>1259</width>
+    <height>858</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Image Playground</string>
+  </property>
+  <widget class="QWidget" name="centralwidget">
+   <property name="sizePolicy">
+    <sizepolicy hsizetype="Maximum" vsizetype="Maximum">
+     <horstretch>0</horstretch>
+     <verstretch>0</verstretch>
+    </sizepolicy>
+   </property>
+   <layout class="QHBoxLayout" name="horizontalLayout_5">
+    <item>
+     <layout class="QHBoxLayout" name="horizontalLayout">
+      <property name="spacing">
+       <number>7</number>
+      </property>
+      <property name="sizeConstraint">
+       <enum>QLayout::SetDefaultConstraint</enum>
+      </property>
+      <item>
+       <layout class="QVBoxLayout" name="layout_left">
+        <item>
+         <widget class="QTabWidget" name="tab_widget_image">
+          <property name="minimumSize">
+           <size>
+            <width>500</width>
+            <height>500</height>
+           </size>
+          </property>
+          <property name="autoFillBackground">
+           <bool>true</bool>
+          </property>
+          <property name="currentIndex">
+           <number>0</number>
+          </property>
+          <widget class="QWidget" name="tab_output_image">
+           <property name="autoFillBackground">
+            <bool>false</bool>
+           </property>
+           <attribute name="title">
+            <string>Ausgabe</string>
+           </attribute>
+           <layout class="QVBoxLayout" name="verticalLayout_3">
+            <item>
+             <widget class="QLabel" name="label_output_image">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="MinimumExpanding" vsizetype="MinimumExpanding">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="frameShape">
+               <enum>QFrame::Box</enum>
+              </property>
+              <property name="frameShadow">
+               <enum>QFrame::Plain</enum>
+              </property>
+              <property name="text">
+               <string>Ausgabe</string>
+              </property>
+              <property name="scaledContents">
+               <bool>false</bool>
+              </property>
+              <property name="alignment">
+               <set>Qt::AlignCenter</set>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_reset_output_image">
+              <property name="text">
+               <string>Ausgabebild zurücksetzen</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_overwrite_input_image">
+              <property name="text">
+               <string>Eingabebild durch aktuelle Ausgabe ersetzen</string>
+              </property>
+             </widget>
+            </item>
+           </layout>
+          </widget>
+          <widget class="QWidget" name="tab_input_image">
+           <attribute name="title">
+            <string>Eingabe</string>
+           </attribute>
+           <layout class="QVBoxLayout" name="verticalLayout_4">
+            <item>
+             <widget class="QLabel" name="label_input_image">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="MinimumExpanding" vsizetype="MinimumExpanding">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="autoFillBackground">
+               <bool>false</bool>
+              </property>
+              <property name="frameShape">
+               <enum>QFrame::Box</enum>
+              </property>
+              <property name="text">
+               <string>Eingabe</string>
+              </property>
+              <property name="scaledContents">
+               <bool>false</bool>
+              </property>
+              <property name="alignment">
+               <set>Qt::AlignCenter</set>
+              </property>
+             </widget>
+            </item>
+           </layout>
+          </widget>
+         </widget>
+        </item>
+        <item>
+         <widget class="Line" name="line">
+          <property name="orientation">
+           <enum>Qt::Horizontal</enum>
+          </property>
+         </widget>
+        </item>
+        <item alignment="Qt::AlignBottom">
+         <widget class="QTextBrowser" name="text_output">
+          <property name="minimumSize">
+           <size>
+            <width>0</width>
+            <height>150</height>
+           </size>
+          </property>
+         </widget>
+        </item>
+       </layout>
+      </item>
+      <item>
+       <widget class="Line" name="vertical_line">
+        <property name="orientation">
+         <enum>Qt::Vertical</enum>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <layout class="QVBoxLayout" name="layout_right">
+        <item>
+         <widget class="QLabel" name="label">
+          <property name="text">
+           <string>Histogramm</string>
+          </property>
+         </widget>
+        </item>
+        <item>
+         <widget class="MplWidget" name="widget_histogram" native="true">
+          <property name="sizePolicy">
+           <sizepolicy hsizetype="Fixed" vsizetype="Fixed">
+            <horstretch>0</horstretch>
+            <verstretch>0</verstretch>
+           </sizepolicy>
+          </property>
+          <property name="minimumSize">
+           <size>
+            <width>400</width>
+            <height>250</height>
+           </size>
+          </property>
+          <property name="autoFillBackground">
+           <bool>true</bool>
+          </property>
+         </widget>
+        </item>
+        <item>
+         <widget class="Line" name="horizontal_line">
+          <property name="contextMenuPolicy">
+           <enum>Qt::PreventContextMenu</enum>
+          </property>
+          <property name="orientation">
+           <enum>Qt::Horizontal</enum>
+          </property>
+         </widget>
+        </item>
+        <item>
+         <widget class="QTabWidget" name="tabWidget_controller">
+          <property name="sizePolicy">
+           <sizepolicy hsizetype="Maximum" vsizetype="Expanding">
+            <horstretch>0</horstretch>
+            <verstretch>0</verstretch>
+           </sizepolicy>
+          </property>
+          <property name="minimumSize">
+           <size>
+            <width>400</width>
+            <height>0</height>
+           </size>
+          </property>
+          <property name="currentIndex">
+           <number>0</number>
+          </property>
+          <widget class="QWidget" name="tab_image_analysis">
+           <attribute name="title">
+            <string>Bildanalyse</string>
+           </attribute>
+           <layout class="QVBoxLayout" name="verticalLayout_7">
+            <item>
+             <widget class="QTabWidget" name="tabWidget_analysis">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="Maximum" vsizetype="MinimumExpanding">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="minimumSize">
+               <size>
+                <width>380</width>
+                <height>0</height>
+               </size>
+              </property>
+              <property name="currentIndex">
+               <number>0</number>
+              </property>
+              <widget class="QWidget" name="widget_image_information">
+               <attribute name="title">
+                <string>Bildinformation</string>
+               </attribute>
+               <layout class="QVBoxLayout" name="verticalLayout_8">
+                <item>
+                 <widget class="QWidget" name="widget" native="true">
+                  <layout class="QFormLayout" name="formLayout">
+                   <item row="0" column="0">
+                    <widget class="QLabel" name="label_height_text">
+                     <property name="text">
+                      <string>Höhe:</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item row="0" column="1">
+                    <widget class="QLabel" name="label_height_image">
+                     <property name="text">
+                      <string>0</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item row="1" column="0">
+                    <widget class="QLabel" name="label_width_text">
+                     <property name="text">
+                      <string>Breite:</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item row="1" column="1">
+                    <widget class="QLabel" name="label_width_image">
+                     <property name="text">
+                      <string>0</string>
+                     </property>
+                    </widget>
+                   </item>
+                  </layout>
+                 </widget>
+                </item>
+                <item>
+                 <widget class="QGroupBox" name="groupBox_2">
+                  <property name="title">
+                   <string>Farbinformation zu einzelnen Pixeln</string>
+                  </property>
+                  <layout class="QFormLayout" name="formLayout_4">
+                   <item row="0" column="0">
+                    <widget class="QLabel" name="label_4">
+                     <property name="text">
+                      <string>2. Reihe, 1. Spalte:</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item row="0" column="1">
+                    <widget class="QLabel" name="label_color_pixel1">
+                     <property name="text">
+                      <string>[x,y,z]</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item row="1" column="0">
+                    <widget class="QLabel" name="label_5">
+                     <property name="text">
+                      <string>1. Reihe, 2. Spalte:</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item row="1" column="1">
+                    <widget class="QLabel" name="label_color_pixel2">
+                     <property name="text">
+                      <string>[x,y,z]</string>
+                     </property>
+                    </widget>
+                   </item>
+                  </layout>
+                 </widget>
+                </item>
+                <item>
+                 <widget class="QGroupBox" name="groupBox">
+                  <property name="title">
+                   <string>Farbkanäle anzeigen</string>
+                  </property>
+                  <layout class="QHBoxLayout" name="horizontalLayout_4">
+                   <item>
+                    <widget class="QPushButton" name="pushButton_show_channel1">
+                     <property name="text">
+                      <string>Kanal 1</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item>
+                    <widget class="QPushButton" name="pushButton_show_channel2">
+                     <property name="text">
+                      <string>Kanal 2</string>
+                     </property>
+                    </widget>
+                   </item>
+                   <item>
+                    <widget class="QPushButton" name="pushButton_show_channel3">
+                     <property name="text">
+                      <string>Kanal 3</string>
+                     </property>
+                    </widget>
+                   </item>
+                  </layout>
+                 </widget>
+                </item>
+                <item>
+                 <widget class="QPushButton" name="pushButton_do_image_manipulation">
+                  <property name="text">
+                   <string>Meine erste Bildmanipulation anwenden</string>
+                  </property>
+                 </widget>
+                </item>
+                <item>
+                 <spacer name="verticalSpacer_3">
+                  <property name="orientation">
+                   <enum>Qt::Vertical</enum>
+                  </property>
+                  <property name="sizeHint" stdset="0">
+                   <size>
+                    <width>20</width>
+                    <height>40</height>
+                   </size>
+                  </property>
+                 </spacer>
+                </item>
+               </layout>
+              </widget>
+              <widget class="QWidget" name="widget_color_analysis">
+               <property name="sizePolicy">
+                <sizepolicy hsizetype="Fixed" vsizetype="Fixed">
+                 <horstretch>0</horstretch>
+                 <verstretch>0</verstretch>
+                </sizepolicy>
+               </property>
+               <attribute name="title">
+                <string>Farbanalyse</string>
+               </attribute>
+               <layout class="QVBoxLayout" name="verticalLayout_5">
+                <item>
+                 <layout class="QVBoxLayout" name="verticalLayout_color_analysis">
+                  <item>
+                   <widget class="QLabel" name="label_color_analysis">
+                    <property name="maximumSize">
+                     <size>
+                      <width>16777215</width>
+                      <height>20</height>
+                     </size>
+                    </property>
+                    <property name="text">
+                     <string>Anzahl Cluster: </string>
+                    </property>
+                    <property name="scaledContents">
+                     <bool>false</bool>
+                    </property>
+                    <property name="alignment">
+                     <set>Qt::AlignLeading|Qt::AlignLeft|Qt::AlignTop</set>
+                    </property>
+                   </widget>
+                  </item>
+                  <item>
+                   <widget class="QSlider" name="horizontalSlider_color_clusters">
+                    <property name="sizePolicy">
+                     <sizepolicy hsizetype="Maximum" vsizetype="Fixed">
+                      <horstretch>0</horstretch>
+                      <verstretch>0</verstretch>
+                     </sizepolicy>
+                    </property>
+                    <property name="minimumSize">
+                     <size>
+                      <width>370</width>
+                      <height>0</height>
+                     </size>
+                    </property>
+                    <property name="sizeIncrement">
+                     <size>
+                      <width>380</width>
+                      <height>0</height>
+                     </size>
+                    </property>
+                    <property name="minimum">
+                     <number>1</number>
+                    </property>
+                    <property name="maximum">
+                     <number>10</number>
+                    </property>
+                    <property name="sliderPosition">
+                     <number>3</number>
+                    </property>
+                    <property name="orientation">
+                     <enum>Qt::Horizontal</enum>
+                    </property>
+                    <property name="tickPosition">
+                     <enum>QSlider::TicksBelow</enum>
+                    </property>
+                    <property name="tickInterval">
+                     <number>1</number>
+                    </property>
+                   </widget>
+                  </item>
+                  <item>
+                   <widget class="Line" name="line_2">
+                    <property name="sizePolicy">
+                     <sizepolicy hsizetype="Maximum" vsizetype="Fixed">
+                      <horstretch>0</horstretch>
+                      <verstretch>0</verstretch>
+                     </sizepolicy>
+                    </property>
+                    <property name="minimumSize">
+                     <size>
+                      <width>370</width>
+                      <height>0</height>
+                     </size>
+                    </property>
+                    <property name="sizeIncrement">
+                     <size>
+                      <width>370</width>
+                      <height>0</height>
+                     </size>
+                    </property>
+                    <property name="orientation">
+                     <enum>Qt::Horizontal</enum>
+                    </property>
+                   </widget>
+                  </item>
+                  <item>
+                   <widget class="QLabel" name="label_image_color_analysis_output">
+                    <property name="sizePolicy">
+                     <sizepolicy hsizetype="Maximum" vsizetype="Preferred">
+                      <horstretch>0</horstretch>
+                      <verstretch>0</verstretch>
+                     </sizepolicy>
+                    </property>
+                    <property name="minimumSize">
+                     <size>
+                      <width>370</width>
+                      <height>0</height>
+                     </size>
+                    </property>
+                    <property name="text">
+                     <string>Output</string>
+                    </property>
+                    <property name="alignment">
+                     <set>Qt::AlignCenter</set>
+                    </property>
+                   </widget>
+                  </item>
+                 </layout>
+                </item>
+               </layout>
+              </widget>
+             </widget>
+            </item>
+           </layout>
+          </widget>
+          <widget class="QWidget" name="tab_geometric_adjustments">
+           <attribute name="title">
+            <string>Größe</string>
+           </attribute>
+           <layout class="QGridLayout" name="gridLayout_2">
+            <item row="1" column="1">
+             <widget class="QLineEdit" name="lineEdit_image_width">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="Fixed" vsizetype="Fixed">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="placeholderText">
+               <string>100</string>
+              </property>
+             </widget>
+            </item>
+            <item row="4" column="0" colspan="2">
+             <widget class="QPushButton" name="pushButton_adjust_image_size">
+              <property name="text">
+               <string>Größe anpassen</string>
+              </property>
+             </widget>
+            </item>
+            <item row="2" column="1">
+             <widget class="QCheckBox" name="checkBox_fix_image_size">
+              <property name="text">
+               <string>Seitenverhältnis fixieren</string>
+              </property>
+              <property name="checked">
+               <bool>true</bool>
+              </property>
+             </widget>
+            </item>
+            <item row="1" column="0">
+             <widget class="QLabel" name="label_3">
+              <property name="text">
+               <string>Neue Breite</string>
+              </property>
+             </widget>
+            </item>
+            <item row="0" column="1">
+             <widget class="QLineEdit" name="lineEdit_image_height">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="Fixed" vsizetype="Fixed">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="placeholderText">
+               <string>100</string>
+              </property>
+             </widget>
+            </item>
+            <item row="0" column="0">
+             <widget class="QLabel" name="label_2">
+              <property name="text">
+               <string>Neue Höhe</string>
+              </property>
+             </widget>
+            </item>
+            <item row="5" column="1">
+             <spacer name="verticalSpacer">
+              <property name="orientation">
+               <enum>Qt::Vertical</enum>
+              </property>
+              <property name="sizeHint" stdset="0">
+               <size>
+                <width>20</width>
+                <height>40</height>
+               </size>
+              </property>
+             </spacer>
+            </item>
+           </layout>
+          </widget>
+          <widget class="QWidget" name="tab_histogram_manip">
+           <attribute name="title">
+            <string>Histogramm Mapping</string>
+           </attribute>
+           <layout class="QVBoxLayout" name="verticalLayout_9">
+            <item>
+             <widget class="QPushButton" name="pushButton_hist_stretch">
+              <property name="text">
+               <string>Histogram Stretch</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_hist_equalization">
+              <property name="text">
+               <string>Histogram Equalization</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="Line" name="line_3">
+              <property name="orientation">
+               <enum>Qt::Horizontal</enum>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_hist_log">
+              <property name="text">
+               <string>Logarithmus</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_hist_exp">
+              <property name="text">
+               <string>Exponentialfunktion</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_hist_inv">
+              <property name="text">
+               <string>Histogramm invertieren</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QGroupBox" name="groupBox_6">
+              <property name="title">
+               <string>Threshold</string>
+              </property>
+              <layout class="QVBoxLayout" name="verticalLayout">
+               <property name="topMargin">
+                <number>0</number>
+               </property>
+               <property name="bottomMargin">
+                <number>0</number>
+               </property>
+               <item>
+                <widget class="QSlider" name="horizontalSlider_hist_threshold">
+                 <property name="maximum">
+                  <number>255</number>
+                 </property>
+                 <property name="value">
+                  <number>128</number>
+                 </property>
+                 <property name="orientation">
+                  <enum>Qt::Horizontal</enum>
+                 </property>
+                 <property name="tickPosition">
+                  <enum>QSlider::TicksBelow</enum>
+                 </property>
+                 <property name="tickInterval">
+                  <number>0</number>
+                 </property>
+                </widget>
+               </item>
+              </layout>
+             </widget>
+            </item>
+            <item>
+             <widget class="QPushButton" name="pushButton_hist_fill">
+              <property name="text">
+               <string>Histogrammlücken füllen</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <spacer name="verticalSpacer_4">
+              <property name="orientation">
+               <enum>Qt::Vertical</enum>
+              </property>
+              <property name="sizeHint" stdset="0">
+               <size>
+                <width>20</width>
+                <height>40</height>
+               </size>
+              </property>
+             </spacer>
+            </item>
+           </layout>
+          </widget>
+          <widget class="QWidget" name="tab_filter">
+           <attribute name="title">
+            <string>Filter</string>
+           </attribute>
+           <layout class="QVBoxLayout" name="verticalLayout_6">
+            <item>
+             <widget class="QGroupBox" name="groupBox_3">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="Minimum" vsizetype="Minimum">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="title">
+               <string>Weichzeichnungsfilter</string>
+              </property>
+              <layout class="QVBoxLayout" name="verticalLayout_11">
+               <item>
+                <widget class="QWidget" name="widget_2" native="true">
+                 <layout class="QHBoxLayout" name="horizontalLayout_7">
+                  <property name="topMargin">
+                   <number>0</number>
+                  </property>
+                  <property name="bottomMargin">
+                   <number>0</number>
+                  </property>
+                  <item>
+                   <widget class="QLabel" name="label_8">
+                    <property name="text">
+                     <string>Filtergröße:</string>
+                    </property>
+                   </widget>
+                  </item>
+                  <item>
+                   <widget class="QSpinBox" name="spinBox_filter_avg_size">
+                    <property name="readOnly">
+                     <bool>false</bool>
+                    </property>
+                    <property name="buttonSymbols">
+                     <enum>QAbstractSpinBox::UpDownArrows</enum>
+                    </property>
+                    <property name="accelerated">
+                     <bool>false</bool>
+                    </property>
+                    <property name="correctionMode">
+                     <enum>QAbstractSpinBox::CorrectToNearestValue</enum>
+                    </property>
+                    <property name="keyboardTracking">
+                     <bool>false</bool>
+                    </property>
+                    <property name="showGroupSeparator" stdset="0">
+                     <bool>false</bool>
+                    </property>
+                    <property name="minimum">
+                     <number>3</number>
+                    </property>
+                    <property name="singleStep">
+                     <number>2</number>
+                    </property>
+                   </widget>
+                  </item>
+                 </layout>
+                </widget>
+               </item>
+               <item>
+                <widget class="QWidget" name="widget_3" native="true">
+                 <layout class="QHBoxLayout" name="horizontalLayout_6">
+                  <property name="topMargin">
+                   <number>0</number>
+                  </property>
+                  <property name="bottomMargin">
+                   <number>0</number>
+                  </property>
+                  <item>
+                   <widget class="QPushButton" name="pushButton_filter_movAvg">
+                    <property name="text">
+                     <string>Moving Average</string>
+                    </property>
+                   </widget>
+                  </item>
+                  <item>
+                   <widget class="QPushButton" name="pushButton_filter_gauss">
+                    <property name="sizePolicy">
+                     <sizepolicy hsizetype="Minimum" vsizetype="Fixed">
+                      <horstretch>0</horstretch>
+                      <verstretch>0</verstretch>
+                     </sizepolicy>
+                    </property>
+                    <property name="text">
+                     <string>Gauß-Filter</string>
+                    </property>
+                   </widget>
+                  </item>
+                  <item>
+                   <widget class="QPushButton" name="pushButton_filter_median">
+                    <property name="text">
+                     <string>Median-Filter</string>
+                    </property>
+                   </widget>
+                  </item>
+                 </layout>
+                </widget>
+               </item>
+              </layout>
+             </widget>
+            </item>
+            <item>
+             <widget class="QGroupBox" name="groupBox_4">
+              <property name="sizePolicy">
+               <sizepolicy hsizetype="Minimum" vsizetype="Preferred">
+                <horstretch>0</horstretch>
+                <verstretch>0</verstretch>
+               </sizepolicy>
+              </property>
+              <property name="title">
+               <string>Kantenerkennung</string>
+              </property>
+              <layout class="QHBoxLayout" name="horizontalLayout_3">
+               <property name="topMargin">
+                <number>0</number>
+               </property>
+               <property name="bottomMargin">
+                <number>0</number>
+               </property>
+               <item>
+                <widget class="QPushButton" name="pushButton_filter_sobelX">
+                 <property name="text">
+                  <string>Sobel X</string>
+                 </property>
+                </widget>
+               </item>
+               <item>
+                <widget class="QPushButton" name="pushButton_filter_sobelY">
+                 <property name="text">
+                  <string>Sobel Y</string>
+                 </property>
+                </widget>
+               </item>
+              </layout>
+             </widget>
+            </item>
+            <item>
+             <widget class="Line" name="line_4">
+              <property name="orientation">
+               <enum>Qt::Horizontal</enum>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QGroupBox" name="groupBox_5">
+              <property name="title">
+               <string>Moving Average - Auswertung</string>
+              </property>
+              <layout class="QVBoxLayout" name="verticalLayout_10">
+               <property name="topMargin">
+                <number>0</number>
+               </property>
+               <property name="bottomMargin">
+                <number>0</number>
+               </property>
+               <item>
+                <widget class="QPushButton" name="pushButton_filter_movAvg_conv">
+                 <property name="text">
+                  <string>Faltung</string>
+                 </property>
+                </widget>
+               </item>
+               <item>
+                <widget class="QPushButton" name="pushButton_filter_movAvg_sep">
+                 <property name="text">
+                  <string>Separierbarer Filter</string>
+                 </property>
+                </widget>
+               </item>
+               <item>
+                <widget class="QPushButton" name="pushButton_filter_movAvg_int">
+                 <property name="text">
+                  <string>Integralbild</string>
+                 </property>
+                </widget>
+               </item>
+               <item>
+                <widget class="Line" name="line_5">
+                 <property name="orientation">
+                  <enum>Qt::Horizontal</enum>
+                 </property>
+                </widget>
+               </item>
+               <item>
+                <widget class="QPushButton" name="pushButton_filter_evaluation">
+                 <property name="text">
+                  <string>Auswertung durchführen</string>
+                 </property>
+                </widget>
+               </item>
+              </layout>
+             </widget>
+            </item>
+            <item>
+             <spacer name="verticalSpacer_2">
+              <property name="orientation">
+               <enum>Qt::Vertical</enum>
+              </property>
+              <property name="sizeHint" stdset="0">
+               <size>
+                <width>20</width>
+                <height>40</height>
+               </size>
+              </property>
+             </spacer>
+            </item>
+           </layout>
+          </widget>
+          <widget class="QWidget" name="tab_AI">
+           <attribute name="title">
+            <string>Recognition</string>
+           </attribute>
+           <layout class="QFormLayout" name="formLayout_3">
+            <item row="0" column="0">
+             <widget class="QPushButton" name="pushButton_AWS_Labeling">
+              <property name="text">
+               <string>AWS Rekognition Labeling</string>
+              </property>
+             </widget>
+            </item>
+           </layout>
+          </widget>
+         </widget>
+        </item>
+       </layout>
+      </item>
+     </layout>
+    </item>
+   </layout>
+  </widget>
+  <widget class="QMenuBar" name="menubar">
+   <property name="geometry">
+    <rect>
+     <x>0</x>
+     <y>0</y>
+     <width>1259</width>
+     <height>37</height>
+    </rect>
+   </property>
+   <widget class="QMenu" name="menuMen">
+    <property name="title">
+     <string>Menü</string>
+    </property>
+    <addaction name="actionBild_laden"/>
+    <addaction name="actionBild_speichern"/>
+    <addaction name="action_save_histogram"/>
+   </widget>
+   <addaction name="menuMen"/>
+  </widget>
+  <widget class="QStatusBar" name="statusbar">
+   <property name="enabled">
+    <bool>true</bool>
+   </property>
+  </widget>
+  <action name="actionBild_laden">
+   <property name="text">
+    <string>Bild laden</string>
+   </property>
+  </action>
+  <action name="actionBild_speichern">
+   <property name="text">
+    <string>Bild speichern</string>
+   </property>
+  </action>
+  <action name="action_save_histogram">
+   <property name="text">
+    <string>Histogramm speichern</string>
+   </property>
+  </action>
+ </widget>
+ <customwidgets>
+  <customwidget>
+   <class>MplWidget</class>
+   <extends>QWidget</extends>
+   <header>MplWidget</header>
+   <container>1</container>
+  </customwidget>
+ </customwidgets>
+ <resources/>
+ <connections/>
+</ui>
diff --git a/src/Utilities.py b/src/Utilities.py
new file mode 100755
index 0000000..b189d61
--- /dev/null
+++ b/src/Utilities.py
@@ -0,0 +1,81 @@
+import cv2
+from matplotlib import pyplot as plt
+
+
+def showHistogram(img):
+    color = ("b", "g", "r")
+    if len(img.shape) == 2:
+        color = "b"
+
+    for i, col in enumerate(color):
+        histr = cv2.calcHist([img], [i], None, [256], [0, 256])
+        plt.plot(histr, color=col)
+        plt.xlim([0, 256])
+    plt.show()
+
+
+def calculate_histogram(img):
+    color = ("b", "g", "r")
+    histogram = [0, 0, 0]
+    if len(img.shape) == 2:
+        color = "b"
+        histogram = [0]
+
+    for i, col in enumerate(color):
+        histogram[i] = cv2.calcHist([img], [i], None, [256], [0, 256])
+
+    return histogram
+
+
+def plotHistogramVector(histogram):
+    plt.plot(histogram, color="b")
+    plt.xlim([0, len(histogram)])
+    plt.show()
+
+
+def resize_image(img, height):
+    aspect_ratio = img.shape[0] / img.shape[1]
+    dim = (height, int(height * aspect_ratio))
+    return cv2.resize(img, dim, interpolation=cv2.INTER_NEAREST)
+
+
+def resize_image(img, width, height, interpolation=cv2.INTER_NEAREST):
+    dim = (width, height)
+    return cv2.resize(img, dim, interpolation)
+
+
+def grabWebcam():
+    cap = cv2.VideoCapture(0)
+    while True:
+        ret, im = cap.read()
+        cv2.imshow("video test", im)
+        key = cv2.waitKey(10)
+        if key == 27:
+            break
+        # if key == ord(' '):
+        # cv2.imwrite('vid_result.jpg',im)
+
+
+def ensure_one_channel_grayscale_image(img):
+    if len(img.shape) == 2:
+        # Das Bild ist bereits in Graustufen
+        return img
+    elif len(img.shape) == 3 and img.shape[2] == 3:
+        # Das Bild ist farbig (3 Kanäle: BGR oder RGB)
+        return cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+    else:
+        raise ValueError("Ungültiges Bildformat.")
+
+
+def ensure_three_channel_grayscale_image(gray_scale_img):
+    if len(gray_scale_img.shape) == 2:
+        img = cv2.cvtColor(gray_scale_img, cv2.COLOR_GRAY2BGR)
+        # Das Bild ist bereits in Graustufen
+        return img
+    elif len(gray_scale_img.shape) == 3 and gray_scale_img.shape[2] == 3:
+        # Das Bild ist farbig (3 Kanäle: BGR oder RGB)
+        img = cv2.cvtColor(gray_scale_img, cv2.COLOR_BGR2GRAY)
+        img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR)
+        return cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+    else:
+        raise ValueError("Ungültiges Bildformat.")
diff --git a/src/app.py b/src/app.py
new file mode 100755
index 0000000..ab6932a
--- /dev/null
+++ b/src/app.py
@@ -0,0 +1,21 @@
+#!/usr/bin/env python3
+
+import sys
+from models import ImageModel
+from views import MainView
+from controllers import MainController
+from PyQt6.QtWidgets import QApplication
+
+
+class App(QApplication):
+    def __init__(self, sys_argv):
+        super(App, self).__init__(sys_argv)
+        self.model = ImageModel()
+        self.main_controller = MainController(self.model)
+        self.main_view = MainView(self.model, self.main_controller)
+        self.main_view.show()
+
+
+if __name__ == "__main__":
+    app = App(sys.argv)
+    sys.exit(app.exec())
diff --git a/src/controllers.py b/src/controllers.py
new file mode 100755
index 0000000..c95fe75
--- /dev/null
+++ b/src/controllers.py
@@ -0,0 +1,148 @@
+import logging
+from loggers import LogEmitter
+
+import cv2
+import numpy as np
+import Utilities
+import ColorAnalysis as CA
+import HistogramManipulation as HM
+import AWSRekognition as AI
+import ImageInformation as II
+import ImageFiltering as IF
+
+
+class MainController:
+    def __init__(self, model):
+        super().__init__()
+        self._model = model
+
+        self.logger = logging.getLogger()
+        self.log_handler = LogEmitter()
+        self.logger.addHandler(self.log_handler)
+
+        # Set the log level to INFO
+        self.logger.setLevel(logging.INFO)
+
+    def test_function(self):
+        print("Test function")
+        pass
+
+    def loadImage(self, str):
+        img = cv2.imread(str, 1)
+        img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
+        self._model.input_image = img
+        self.logger.info("Image loaded: " + str)
+
+    def saveImage(self, str):
+        img = cv2.cvtColor(self._model.image, cv2.COLOR_RGB2BGR)
+        cv2.imwrite(str, img)
+        self.logger.info("Image written to: " + str)
+
+    #
+    def changeImage(self):
+        image = np.zeros((256, 256, 3), np.uint8)
+        image[0 : 256 // 2, :] = (255, 0, 0)
+        image[256 // 2 : 256, :] = (0, 0, 255)
+        Utilities.resize_image(image, 100)
+        self._model.input_image = image
+
+    def set_image_as_input_image(self):
+        self._model.input_image = self._model.image.copy()
+
+    def reset_output_image(self):
+        self._model.image = self._model.input_image
+
+    def resize_image(self, new_width, new_height):
+        self._model.image = Utilities.resize_image(
+            self._model.input_image, new_width, new_height
+        )
+
+    def analyseColors(self, ncluster):
+        color_analyzer = CA.ColorAnalysis(self._model.image, ncluster)
+        return color_analyzer.dominantColors()
+
+    def create_visual_output(self, colors, width, height_max):
+        return CA.create_visual_output(colors, width, height_max)
+
+    def calculate_histogram(self, img):
+        return Utilities.calculate_histogram(img)
+
+    def label_image(self):
+        ai = AI.AWSRekognition()
+        self._model.image = ai.label_image(self._model.input_image)
+        self.logger.critical("Labeling successfull")
+
+    #####################################
+    # Übung 1
+    #####################################
+
+    def get_image_information(self):
+        return II.imageSize(self._model.image)
+
+    def get_pixel_information(self):
+        return II.getPixelColor(self._model.image)
+
+    def show_channel(self, channel):
+        self._model.image = II.returnChannel(self._model.input_image, channel)
+
+    def do_first_image_manipulation(self):
+        self._model.image = II.myFirstImageManipulation(self._model.image)
+
+    #####################################
+    # Übung 2
+    #####################################
+
+    def stretch_image(self):
+        self._model.image = HM.stretchHistogram(self._model.input_image)
+
+    def equalize_image(self):
+        self._model.image = HM.equalizeHistogram(self._model.input_image)
+
+    def apply_log(self):
+        self._model.image = HM.apply_log(self._model.input_image)
+
+    def apply_exp(self):
+        self._model.image = HM.apply_exp(self._model.input_image)
+
+    def apply_inv(self):
+        self._model.image = HM.apply_inverse(self._model.input_image)
+
+    def apply_threshold(self, threshold):
+        self._model.image = HM.apply_threshold(self._model.input_image, threshold)
+
+    #####################################
+    # Übung 3
+    #####################################
+
+    def apply_gaussian_filter(self, kernel_size):
+        kernel = IF.createGaussianKernel(kernel_size)
+        img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
+        self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
+
+    def apply_moving_avg_filter(self, kernel_size):
+        kernel = IF.createMovingAverageKernel(kernel_size)
+        img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
+        self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
+
+    def apply_moving_avg_filter_integral(self, kernel_size):
+        img = IF.applyMovingAverageFilterWithIntegralImage(
+            self._model.input_image, kernel_size
+        )
+        self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
+
+    def apply_median_filter(self, kernel_size):
+        img = IF.applyMedianFilter(self._model.input_image, kernel_size)
+        self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
+
+    def apply_filter_sobelX(self):
+        kernel = IF.createSobelXKernel()
+        img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
+        self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
+
+    def apply_filter_sobelY(self):
+        kernel = IF.createSobelYKernel()
+        img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
+        self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
+
+    def run_runtime_evaluation(self):
+        IF.run_runtime_evaluation(self._model.input_image)
diff --git a/src/loggers.py b/src/loggers.py
new file mode 100755
index 0000000..642e8c4
--- /dev/null
+++ b/src/loggers.py
@@ -0,0 +1,42 @@
+import logging
+from PyQt6.QtCore import pyqtSignal, QObject
+import html
+
+
+class LogEmitter(QObject, logging.Handler):
+    """A custom logging handler that emits a signal with the log message."""
+
+    messageEmitted = pyqtSignal(str)
+
+    def __init__(self):
+        super().__init__()
+
+        # Define color codes
+        self.color_codes = {
+            logging.DEBUG: "gray",
+            logging.INFO: "black",
+            logging.WARNING: "orange",
+            logging.ERROR: "red",
+            logging.CRITICAL: "darkred",
+        }
+
+        self.level_names = {
+            logging.DEBUG: "DEBUG",
+            logging.INFO: "INFO",
+            logging.WARNING: "WARNING",
+            logging.ERROR: "ERROR",
+            logging.CRITICAL: "CRITICAL",
+        }
+
+    def emit(self, record):
+        msg = self.format(record)
+
+        # Get color code and level name based on log level
+        level_color = self.color_codes.get(record.levelno, "black")
+        level_name = self.level_names.get(record.levelno, "UNKNOWN")
+
+        # Create HTML string with color code and level name
+        html_msg = f'<span style="color: {level_color}">{level_name}: {html.escape(msg)}</span>'
+
+        # Emit signal with HTML message
+        self.messageEmitted.emit(html_msg)
diff --git a/src/models.py b/src/models.py
new file mode 100755
index 0000000..3b30574
--- /dev/null
+++ b/src/models.py
@@ -0,0 +1,61 @@
+import numpy as np
+import Utilities
+import cv2
+
+from PyQt6.QtCore import QObject, pyqtSignal
+
+
+class ImageModel(QObject):
+    image_changed = pyqtSignal(np.ndarray)
+    input_image_changed = pyqtSignal(np.ndarray)
+
+    _image = None  # output image
+    _input_image = None  # input image (backup)
+
+    def __init__(self):
+        super().__init__()
+        self.initialize()
+
+    @property
+    def image(self):
+        return self._image
+
+    @property
+    def input_image(self):
+        return self._input_image
+
+    @image.setter
+    def image(self, img):
+        self._image = img.copy()
+        print("M: image changed!")
+        # update in model is reflected in view by sending a signal to view
+        self.image_changed.emit(img)
+
+    @input_image.setter
+    def input_image(self, img):
+        self._input_image = img.copy()
+        self.image = img
+        self.input_image_changed.emit(img)
+
+    def initialize(self):
+        image = np.zeros((256, 256, 3), np.uint8)
+        image[:, 0 : 256 // 2] = (255, 0, 0)
+        image[:, 256 // 2 : 256] = (0, 0, 255)
+        self.input_image = image
+
+    class ColorAnalysis:
+
+        _clusters = None
+        _image = None
+        _colors = None
+        _labels = None
+
+        def __init__(self, img, clusters=3):
+            self.CLUSTERS = clusters
+            self.IMAGE = Utilities.resize_image(img, 100)
+            cv2.imshow("Input", self.IMAGE)
+
+    def load_rgb_image(self, path):
+        image = cv2.imread(path, 1)
+        # image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
+        self.image = image
diff --git a/src/views.py b/src/views.py
new file mode 100755
index 0000000..1e37e4b
--- /dev/null
+++ b/src/views.py
@@ -0,0 +1,383 @@
+from PyQt6 import QtGui
+from PyQt6.QtCore import Qt, QRegularExpression
+from PyQt6.QtWidgets import QMainWindow
+from PyQt6.QtGui import QPixmap, QRegularExpressionValidator
+
+
+from PyQt6.QtCore import pyqtSlot
+
+from PyQt6.QtWidgets import QFileDialog
+
+
+from Playground_UI import Ui_MainWindow
+
+
+class MainView(QMainWindow):
+    def __init__(self, model, main_controller):
+        super().__init__()
+        self._model = model
+        self._main_controller = main_controller
+        self._ui = Ui_MainWindow()
+        self._ui.setupUi(self)
+        self.update_image()
+        self.update_input_image()
+
+        self._ui.widget_histogram.controller = self._main_controller
+
+        ####################
+        # Input validators
+        ####################
+        # Create a regular expression that matches integer values between 1 and infinity
+        regex = QRegularExpression("[1-9][0-9]*")
+        # Create a validator based on the regular expression
+        validator = QRegularExpressionValidator(regex)
+        # Set the validator for the line edit widget
+        self._ui.lineEdit_image_height.setValidator(validator)
+        self._ui.lineEdit_image_width.setValidator(validator)
+
+        ####################################################################
+        #   connect widgets to controllers
+        ####################################################################
+        # open file buttons
+        # self._ui.pushButton.clicked.connect(self._main_controller.test_function)
+        self._ui.actionBild_laden.triggered.connect(self.on_open_image_from_filesystem)
+        self._ui.actionBild_speichern.triggered.connect(
+            self.on_save_image_to_filesystem
+        )
+        self._ui.action_save_histogram.triggered.connect(
+            self.on_save_histogram_to_filesystem
+        )
+        self._ui.horizontalSlider_color_clusters.sliderReleased.connect(
+            self.on_color_cluster_slider_changed
+        )
+        self._ui.pushButton_hist_stretch.clicked.connect(
+            self.on_hist_stretch_button_clicked
+        )
+        self._ui.pushButton_hist_equalization.clicked.connect(
+            self.on_hist_equal_button_clicked
+        )
+        self._ui.pushButton_AWS_Labeling.clicked.connect(
+            self.on_AWS_Rekognition_button_clicked
+        )
+        self._ui.pushButton_adjust_image_size.clicked.connect(
+            self.on_resize_button_clicked
+        )
+
+        self._ui.pushButton_reset_output_image.clicked.connect(
+            self.on_reset_output_image_button_clicked
+        )
+        self._ui.pushButton_overwrite_input_image.clicked.connect(
+            self.on_overwrite_input_image_button_clicked
+        )
+        self._ui.lineEdit_image_height.editingFinished.connect(
+            self.on_new_image_height_requested
+        )
+        self._ui.lineEdit_image_width.editingFinished.connect(
+            self.on_new_image_width_requested
+        )
+
+        #########
+        # Buttons für Übung
+        #########
+        self._ui.pushButton_show_channel1.clicked.connect(
+            self.on_channel_1_button_clicked
+        )
+        self._ui.pushButton_show_channel2.clicked.connect(
+            self.on_channel_2_button_clicked
+        )
+        self._ui.pushButton_show_channel3.clicked.connect(
+            self.on_channel_3_button_clicked
+        )
+        self._ui.pushButton_do_image_manipulation.clicked.connect(
+            self.on_do_first_image_manipulation_button_clicked
+        )
+
+        self._ui.pushButton_hist_log.clicked.connect(
+            self.on_apply_log_on_hist_button_clicked
+        )
+        self._ui.pushButton_hist_exp.clicked.connect(
+            self.on_apply_exp_on_hist_button_clicked
+        )
+        self._ui.pushButton_hist_inv.clicked.connect(
+            self.on_apply_inverse_on_hist_button_clicked
+        )
+        self._ui.horizontalSlider_hist_threshold.sliderReleased.connect(
+            self.on_apply_threshold_on_hist_button_clicked
+        )
+
+        self._ui.pushButton_filter_sobelX.clicked.connect(
+            self.on_filter_sobelX_button_clicked
+        )
+        self._ui.pushButton_filter_sobelY.clicked.connect(
+            self.on_filter_sobelY_button_clicked
+        )
+        self._ui.pushButton_filter_gauss.clicked.connect(
+            self.on_filter_gauss_button_clicked
+        )
+        self._ui.pushButton_filter_movAvg.clicked.connect(
+            self.on_filter_moving_avg_button_clicked
+        )
+        self._ui.pushButton_filter_movAvg_int.clicked.connect(
+            self.on_filter_moving_avg_integral_button_clicked
+        )
+        self._ui.pushButton_filter_median.clicked.connect(
+            self.on_filter_median_button_clicked
+        )
+        self._ui.pushButton_filter_evaluation.clicked.connect(
+            self.on_runtime_evaluation_button_clicked
+        )
+
+        ####################################################################
+        #   listen for model event signals
+        ####################################################################
+        # file name is updated
+        self._model.image_changed.connect(self.on_image_changed)
+        self._model.input_image_changed.connect(self.on_input_image_changed)
+
+        ###################
+        #   Connect Logging
+        ###################
+
+        self._main_controller.log_handler.messageEmitted.connect(self.add_log_message)
+
+    def show(self):
+        super().show()
+        self.on_input_image_changed()
+
+    @pyqtSlot(str)
+    def add_log_message(self, msg):
+        """Add a log message to the QTextBrowser widget."""
+        self._ui.text_output.append(msg)
+
+    def resizeEvent(self, a0):
+        self.on_input_image_changed()
+        QMainWindow.resizeEvent(self, a0)
+
+    def on_open_image_from_filesystem(self):
+        fname = QFileDialog.getOpenFileName(
+            self, "Open file", "../", "Image Files (*.png *.jpg *.bmp)"
+        )
+        self._main_controller.loadImage(fname[0])
+        print(fname[0])
+
+    def on_save_image_to_filesystem(self):
+        fname, _ = QFileDialog.getSaveFileName(
+            self, "Save file", "../", "Image Files (*.png *.jpg *.bmp)"
+        )
+        if fname:
+            self._main_controller.saveImage(fname)
+
+    def on_save_histogram_to_filesystem(self):
+        fname, _ = QFileDialog.getSaveFileName(
+            self, "Save file", "../", "Image Files (*.png *.jpg *.bmp)"
+        )
+        if fname:
+            self._ui.widget_histogram.save_histogram(fname)
+
+    def on_image_changed(self):
+        self.update_image()
+        self.update_histogram()
+        self.update_image_information()
+
+    def on_input_image_changed(self):
+        self.update_input_image()
+        self.on_image_changed()
+
+    def on_image_mouse_pressed(self):
+        self._main_controller.logger.logger.critical("Mouse pressed")
+
+    def on_overwrite_input_image_button_clicked(self):
+        self._main_controller.set_image_as_input_image()
+
+    def on_reset_output_image_button_clicked(self):
+        self._main_controller.reset_output_image()
+
+    def on_new_image_height_requested(self):
+        if self._ui.checkBox_fix_image_size.isChecked():
+            image_size = self._main_controller.get_image_information()
+            aspect_ratio = image_size[0] / image_size[1]
+            # dim = (height, int(height * aspect_ratio))
+            self._ui.lineEdit_image_width.setText(
+                str(int(int(self._ui.lineEdit_image_height.text()) / aspect_ratio))
+            )
+        pass
+
+    def on_new_image_width_requested(self):
+        if self._ui.checkBox_fix_image_size.isChecked():
+            image_size = self._main_controller.get_image_information()
+            aspect_ratio = image_size[0] / image_size[1]
+            # dim = (height, int(height * aspect_ratio))
+            self._ui.lineEdit_image_height.setText(
+                str(int(int(self._ui.lineEdit_image_width.text()) * aspect_ratio))
+            )
+        pass
+
+    def on_color_cluster_slider_changed(self):
+        dominant_colors = self._main_controller.analyseColors(
+            self._ui.horizontalSlider_color_clusters.sliderPosition()
+        )
+        self.update_color_cluster_output(dominant_colors)
+        print(self._ui.horizontalSlider_color_clusters.sliderPosition())
+
+    def on_hist_stretch_button_clicked(self):
+        self._main_controller.stretch_image()
+        self.on_image_changed()
+
+    def on_hist_equal_button_clicked(self):
+        self._main_controller.equalize_image()
+        self.on_image_changed()
+
+    def on_AWS_Rekognition_button_clicked(self):
+        self._main_controller.label_image()
+
+    def update_color_cluster_output(self, dominant_colors):
+        size = self._ui.label_image_color_analysis_output.size()
+        visual_output = self._main_controller.create_visual_output(
+            dominant_colors, size.width(), size.height()
+        )
+        qt_img = convert_cv_qt(visual_output, size.width(), size.height())
+        self._ui.label_image_color_analysis_output.setPixmap(qt_img)
+
+    def on_resize_button_clicked(self):
+        self._main_controller.resize_image(
+            int(self._ui.lineEdit_image_width.text()),
+            int(self._ui.lineEdit_image_height.text()),
+        )
+        # self.on_image_changed()
+
+    def update_image(self):
+        frame = self._model.image
+        size = self._ui.label_output_image.size()
+        # qt_img = convert_cv_qt(frame, size.width(), size.height())
+        qt_img = convert_cv2scaledqt(frame, size.width(), size.height())
+        # self._ui.label_output_image.loadImage(qt_img)
+        self._ui.label_output_image.setPixmap(qt_img)
+
+    def update_input_image(self):
+        frame = self._model.input_image
+        size = self._ui.label_output_image.size()
+        qt_img = convert_cv2scaledqt(frame, size.width(), size.height())
+        # qt_img = convert_cv_qt(frame, size.width(), size.height())
+        self._ui.label_input_image.setPixmap(qt_img)
+
+    def update_histogram(self):
+        self._ui.widget_histogram.drawHistogram(self._model.image)
+
+    def update_image_information(self):
+        image_size = self._main_controller.get_image_information()
+        self._ui.label_height_image.setText(str(image_size[0]))
+        self._ui.label_width_image.setText(str(image_size[1]))
+
+        self._ui.lineEdit_image_height.setText(str(image_size[0]))
+        self._ui.lineEdit_image_width.setText(str(image_size[1]))
+
+        pixel_colors = self._main_controller.get_pixel_information()
+        self._ui.label_color_pixel1.setText(str(pixel_colors[0]))
+        self._ui.label_color_pixel2.setText(str(pixel_colors[1]))
+
+    #####################
+    # Übung 1
+    #####################
+
+    def on_channel_1_button_clicked(self):
+        self._main_controller.show_channel(0)
+        self.on_image_changed()
+
+    def on_channel_2_button_clicked(self):
+        self._main_controller.show_channel(1)
+        self.on_image_changed()
+
+    def on_channel_3_button_clicked(self):
+        self._main_controller.show_channel(2)
+        self.on_image_changed()
+
+    def on_do_first_image_manipulation_button_clicked(self):
+        self._main_controller.do_first_image_manipulation()
+        self.on_image_changed()
+
+    #####################
+    # Übung 2
+    #####################
+
+    def on_apply_log_on_hist_button_clicked(self):
+        self._main_controller.apply_log()
+        self.on_image_changed()
+
+    def on_apply_exp_on_hist_button_clicked(self):
+        self._main_controller.apply_exp()
+        self.on_image_changed()
+
+    def on_apply_inverse_on_hist_button_clicked(self):
+        self._main_controller.apply_inv()
+        self.on_image_changed()
+
+    def on_apply_threshold_on_hist_button_clicked(self):
+        self._main_controller.apply_threshold(
+            self._ui.horizontalSlider_hist_threshold.sliderPosition()
+        )
+        self.on_image_changed()
+
+    #####################
+    # Übung 3
+    #####################
+
+    def on_filter_sobelX_button_clicked(self):
+        self._main_controller.apply_filter_sobelX()
+        self.on_image_changed()
+
+    def on_filter_sobelY_button_clicked(self):
+        self._main_controller.apply_filter_sobelY()
+        self.on_image_changed()
+
+    def on_filter_gauss_button_clicked(self):
+        self._main_controller.apply_gaussian_filter(
+            self._ui.spinBox_filter_avg_size.value()
+        )
+        self.on_image_changed()
+
+    def on_filter_moving_avg_button_clicked(self):
+        self._main_controller.apply_moving_avg_filter(
+            self._ui.spinBox_filter_avg_size.value()
+        )
+        self.on_image_changed()
+
+    def on_filter_moving_avg_integral_button_clicked(self):
+        self._main_controller.apply_moving_avg_filter_integral(
+            self._ui.spinBox_filter_avg_size.value()
+        )
+        self.on_image_changed()
+
+    def on_filter_median_button_clicked(self):
+        self._main_controller.apply_median_filter(
+            self._ui.spinBox_filter_avg_size.value()
+        )
+        self.on_image_changed()
+
+    def on_runtime_evaluation_button_clicked(self):
+        self._main_controller.run_runtime_evaluation()
+
+
+def convert_cv_qt(cv_img, display_width, display_height):
+    """Convert from an opencv image to QPixmap"""
+    h, w, ch = cv_img.shape
+    bytes_per_line = ch * w
+    convert_to_Qt_format = QtGui.QImage(
+        cv_img.data, w, h, bytes_per_line, QtGui.QImage.Format.Format_RGB888
+    )
+    convert_to_Qt_format.scaled(
+        display_width, display_height, Qt.AspectRatioMode.KeepAspectRatio
+    )
+    return QPixmap.fromImage(convert_to_Qt_format)
+
+
+def convert_cv2scaledqt(cv_img, display_width, display_height):
+    """Convert from an opencv image to QPixmap"""
+    h, w, ch = cv_img.shape
+    bytes_per_line = ch * w
+    convert_to_Qt_format = QtGui.QImage(
+        cv_img.data, w, h, bytes_per_line, QtGui.QImage.Format.Format_RGB888
+    )
+    p = convert_to_Qt_format.scaled(
+        display_width, display_height, Qt.AspectRatioMode.KeepAspectRatio
+    )
+    return QPixmap.fromImage(p)