Create mod.rs

src/Feature/mod.rs

@@ -0,0 +1,69 @@
+use std::collections::HashMap;
+
+fn extract_color_distribution(image_data: &[u8]) -> HashMap<u32, f32> {
+    let mut color_distribution: HashMap<u32, f32> = HashMap::new();
+    let total_pixels = image_data.len() as f32 / 4.0;//für 4 Werte
+
+    for pixel in image_data.chunks_exact(4) {
+        let r = pixel[0] as u32;
+        let g = pixel[1] as u32;
+        let b = pixel[2] as u32;
+        let a = pixel[3] as u32;
+        let rgba = (r << 24) | (g << 16) | (b << 8) | a;
+
+        *color_distribution.entry(rgba).or_insert(0.0) += 1.0;
+    }
+
+    for (_, count) in &mut color_distribution {
+        *count /= total_pixels;
+    }
+
+    color_distribution
+}
+
+fn extract_average_brightness(image: &[u8]) -> u8 {
+    let mut sum: u32 = 0;
+    let mut count: u32 = 0;
+
+    for i in (0..image.len()).step_by(4) {
+        let r = image[i] as u32;
+        let g = image[i + 1] as u32;
+        let b = image[i + 2] as u32;
+
+        // (0.299 * R) + (0.587 * G) + (0.114 * B)
+        let brightness = ((0.299 * r as f32) + (0.587 * g as f32) + (0.114 * b as f32)).round() as u32;
+
+        sum += brightness;
+        count += 1;
+    }
+    let average_brightness = (sum / count) as u8;
+        average_brightness
+}
+
+
+fn main() {
+
+test2();
+
+}
+
+fn test2(){
+
+    let image_data: Vec<(u8, u8, u8, u8)> = vec![
+        (255, 0, 0, 255),   // Red
+        (0, 255, 0, 255),   // Green
+        (0, 0, 255, 255),   // Blue
+    ];
+    //convert image data to useable &u8 slice
+    let byte_slice: &[u8] = unsafe {
+        std::slice::from_raw_parts(
+            image_data.as_ptr() as *const u8,
+            image_data.len() * 4,
+        )
+    };
+    let color_distribution = extract_color_distribution(&byte_slice);
+    let color_distribution_vec: Vec<f32> = color_distribution.values().cloned().collect();
+    let average_brightness = extract_average_brightness(&byte_slice);
+    println!("{:?}", average_brightness);
+    println!("{:?}", color_distribution_vec);
+}