diff --git a/src/image/mod.rs b/src/image/mod.rs
index dc6de1c..9414d03 100644
--- a/src/image/mod.rs
+++ b/src/image/mod.rs
@@ -1,17 +1,47 @@
-use std::ops::{Add, Div, Index, IndexMut, Mul, Sub};
-use std::vec::IntoIter;
+//!
+//! This module provides the struct and basic functions to represent images.
+//! The image struct has the width and height dimensions of the image in px as usize.
+//! The pixels of the image itself are stored in a vector where a tuple with four elements represent the RGBA values of a pixel.
+//!
+//! A pixel is a tuple with four elements where the elements are RGBA. For convenience the tuple is as an generic Datatype specified
+//! so that you can represent images with pixels where the RGBA values are between 0 and 1 as f32 or between 0 and 255 as u8.
+//!
+//! It has the 'Index', 'IndexMut' and 'IntoIterator' traits implemented so you can properly work with the image.
+//!
+//! for simplicity the values of the pixels should always be between 0 and 255.
+//!
+//!
+//! #Examples
+//!
+//! to initialise a image
+//! ```
+//! # use imsearch::image::Image;
+//!
+//! let image: Image<f32> = Default::default();
+//! ```
+//!
+//! ```
+//! # use imsearch::image::Image;
+//! let vec:Vec<(u8,u8,u8,u8)> =  vec![(135,32,255,79),(1,79,255,1),(79,1,32,1),
+//!                                    (255,1,135,32),(79,32,255,1),(1,135,135,1),
+//!                                    (1,1,1,255),(1,79,135,79),(32,1,79,1)];
+//! let mut image:Image<u8> = Image::new(3,3,vec);
+//! ```
+//!
 
+use std::ops::{Index, IndexMut};
+use std::vec::IntoIter;
 
 #[allow(unused)]
 #[derive(Default)]
 pub struct Image<T>
 where
-    T: Add + Sub + Mul + Div + PartialEq + Default + Copy,
+    T: Into<f32> + PartialEq + Default + Copy,
 {
     ///the width of the Picture in px
-    width: u32,
+    width: usize,
     ///the height of the Picture in px
-    height: u32,
+    height: usize,
     ///the raw RGBA data of the Picture where the RGBA values of an pixel is one tuple
     pixels: Vec<(T, T, T, T)>,
 }
@@ -19,12 +49,12 @@ where
 #[allow(unused)]
 impl<T> Image<T>
 where
-    T: Add + Sub + Mul + Div + PartialEq + Default + Copy,
+    T: Into<f32> + PartialEq + Default + Copy,
 {
     ///gives an Image with specified values if the Vec matches the width times the height of the Image
-
-    pub fn new(width: u32, height: u32, pixels: Vec<(T, T, T, T)>) -> Self {
-        if width * height != pixels.len() as u32 {
+    /// if the width and height dont make sense for the Image then will this function panic.
+    pub fn new(width: usize, height: usize, pixels: Vec<(T, T, T, T)>) -> Self {
+        if width * height != pixels.len() {
             panic!("The Image does not have the same number of pixel as width and height implies")
         } else {
             Self {
@@ -35,14 +65,15 @@ where
         }
     }
 
-    pub fn width(&self) -> u32 {
+    /// Gives back the width of the image
+    pub fn width(&self) -> usize {
         self.width
     }
-
-    pub fn height(&self) -> u32 {
+    /// Gives back the height of the image
+    pub fn height(&self) -> usize {
         self.height
     }
-
+    /// Gives back a specified pixel of the image
     pub fn pixel(&self, index: usize) -> (T, T, T, T) {
         *self.index(index)
     }
@@ -50,7 +81,7 @@ where
 
 impl<T> Index<usize> for Image<T>
 where
-    T: Add + Sub + Mul + Div + PartialEq + Default + Copy,
+    T: Into<f32> + PartialEq + Default + Copy,
 {
     type Output = (T, T, T, T);
     fn index(&self, index: usize) -> &Self::Output {
@@ -60,7 +91,7 @@ where
 
 impl<T> IndexMut<usize> for Image<T>
 where
-    T: Add + Sub + Mul + Div + PartialEq + Default + Copy,
+    T: Into<f32> + PartialEq + Default + Copy,
 {
     fn index_mut(&mut self, index: usize) -> &mut Self::Output {
         &mut self.pixels[index]
@@ -69,7 +100,7 @@ where
 
 impl<T> IntoIterator for Image<T>
 where
-    T: Add + Sub + Mul + Div + PartialEq + Default + Copy,
+    T: Into<f32> + PartialEq + Default + Copy,
 {
     type Item = (T, T, T, T);
     type IntoIter = IntoIter<Self::Item>;
@@ -79,23 +110,57 @@ where
     }
 }
 
-
 #[cfg(test)]
 mod tests {
 
     use super::*;
 
     #[test]
-    fn it_works(){
-        let image:Image<f32> = Default::default();
-        let default_width = image.width();
-        println!("{:?}",default_width);
+    fn new_image() {
+        let image: Image<f32> = Default::default();
+        assert_eq!(image.width(), 0);
+        assert_eq!(image.height(), 0);
+        assert_eq!(image.pixels, vec![]);
+    }
+    #[test]
+    fn new_image_with_values() {
+        let vec: Vec<(u8, u8, u8, u8)> = vec![
+            (135, 32, 255, 79),
+            (1, 79, 255, 1),
+            (79, 1, 32, 1),
+            (255, 1, 135, 32),
+            (79, 32, 255, 1),
+            (1, 135, 135, 1),
+            (1, 1, 1, 255),
+            (1, 79, 135, 79),
+            (32, 1, 79, 1),
+        ];
+        let mut image: Image<u8> = Image::new(3, 3, vec);
+        assert_eq!(*image.index(4), (79, 32, 255, 1));
 
-        //assert_eq!(default_width, 1);
-        let default_height = image.height();
-            println!("{:?}",default_height);
+        let result = std::panic::catch_unwind(|| {
+            let _ = image.index(9);
+        });
+        assert!(result.is_err());
 
-        //assert_eq!(default_height,1);
+        image[5] = (1, 135, 135, 2);
+        assert_eq!(image[5], (1, 135, 135, 2));
+        assert_eq!(image[4].0, 79);
 
+        let vec = image.into_iter().collect::<Vec<(u8, u8, u8, u8)>>();
+        assert_eq!(
+            vec,
+            vec![
+                (135, 32, 255, 79),
+                (1, 79, 255, 1),
+                (79, 1, 32, 1),
+                (255, 1, 135, 32),
+                (79, 32, 255, 1),
+                (1, 135, 135, 2),
+                (1, 1, 1, 255),
+                (1, 79, 135, 79),
+                (32, 1, 79, 1)
+            ]
+        );
     }
 }
diff --git a/src/lib.rs b/src/lib.rs
index df17e00..517875c 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,6 +1,6 @@
 extern crate core;
 
-mod image;
+pub mod image;
 
 pub fn add(left: usize, right: usize) -> usize {
     left + right