Documentation & cleaning up

VANA-python/video_colors/src/dominant_colors.py

@@ -1,3 +1,6 @@
+#!/usr/bin/env python3
+
+import argparse
 import os
 from glob import glob
 from pathlib import Path
@@ -8,6 +11,7 @@ from sklearn.cluster import KMeans
 
 data_folder = str(Path(__file__).parents[3]) + "/data/"
 
+# Find the most dominant colors trough k-means clustering
 def find_dominant_color(image_path, k=1):
     # Load the image
     image = cv2.imread(image_path)
@@ -30,6 +34,7 @@ def find_dominant_color(image_path, k=1):
 
     return tuple(map(tuple, dominant_colors))
 
+# Convert RGB to HEX
 def convert_to_hex(arr):
 
     colors = []
@@ -39,6 +44,7 @@ def convert_to_hex(arr):
 
     return colors
 
+# Loop trough the frames and get most dominant color
 def frame_to_dominant_colors(ep):
 
     colors = []
@@ -50,22 +56,31 @@ def frame_to_dominant_colors(ep):
 
     return colors
 
+# Generate a SVG with the most dominant colors
 def generate_svg(data, ep):
     svg = ''
     width = len(data)
     for i, d in enumerate(data):
         for j, cl in enumerate(d):
-            svg = svg + f'<rect width="{100 / width}%" x="{(100 / width) *i}%" y="{j * 20}%" height="20%" fill="{cl}" />'
+            svg = svg + f'<rect width="{100 / width}%" x="{(100 / width) *i}%" y="0" height="100%" fill="{cl}" />'
 
-    svg = f'<svg version="1.1" width="100%" height="100%" xmlns="http://www.w3.org/2000/svg">' + svg + '</svg>'
+    svg = f'<svg version="1.1" width="100%" height="100%" xmlns="http://www.w3.org/2000/svg">{svg}</svg>'
     queries.save_data_viz(ep, svg)
     return svg
 
+# Initialize the SVG generation
 def dominant_color_svg(ep):
     svg = generate_svg(frame_to_dominant_colors(ep), ep)
     with open(f"{data_folder}/{ep}/dominant_colors.svg", "w") as f:
         f.write(svg)
     return "SVG generated!"
 
-dominant_color_svg("24")
+# CLI
+parser = argparse.ArgumentParser(
+    prog="Dominant Color Generation", description="Get the most dominant colors of a image and assemble a SVG."
+)
 
+parser.add_argument("--episode", "-ep", type=int)
+args = parser.parse_args()
+
+dominant_color_svg(args.episode)

VANA-python/video_colors/src/dominant_colors.sh

@@ -1,3 +0,0 @@
-#!/bin/bash
-area=$(magick $1 -format "%[fx:w*h]" info:)
-magick $1 -kmeans 5 -format "%c" histogram:info:  | sed 's/://g' | awk -v area=$area '{print 100*$1/area, "%,", $3}' | sed 's/ *//g' | sort -nr -k1,1 -t ","

VANA-python/video_colors/src/dominant_colors_2.py

@@ -1,9 +0,0 @@
-import subprocess
-import time
-
-start = time.time()
-path = "/home/gio/Code/VANA/data/25/frame000007.jpg"
-img_format = subprocess.getstatusoutput(f'./dominant_colors.sh {path}')
-print(img_format)
-end = time.time()
-print(end - start)

VANA.sublime-project

@@ -8,9 +8,9 @@
     [
         {
             "name": "Python venv",
-            "cmd": ["/home/gio/Code/VANA/VANA-python/normalize_subtitles/.pixi/envs/default/bin/python", "$file"],
+            "cmd": ["/home/gio/Code/VANA/VANA-python/video_deepface2/.pixi/envs/default/bin/python", "$file"],
 		    "selector": "source.python",
 		    "file_regex": "^\\s*File \"(...*?)\", line ([0-9]*)"
 		}
     ]
-}
+}