Initial commit

app.py

@@ -0,0 +1,101 @@
+import os
+from flask import Flask, render_template, send_from_directory, jsonify, request
+
+app = Flask(__name__)
+
+IMAGES_DIR = 'images'
+LABELS_DIR = 'labels'
+os.makedirs(LABELS_DIR, exist_ok=True)
+
+ALLOWED_EXTENSIONS = {'.png', '.jpg', '.jpeg', '.bmp', '.webp'}
+
+def get_image_files():
+    files = []
+    if os.path.exists(IMAGES_DIR):
+        for f in os.listdir(IMAGES_DIR):
+            _, ext = os.path.splitext(f)
+            if ext.lower() in ALLOWED_EXTENSIONS:
+                files.append(f)
+    return sorted(files)
+
+def is_labeled(filename):
+    name, _ = os.path.splitext(filename)
+    label_path = os.path.join(LABELS_DIR, name + '.txt')
+    return os.path.exists(label_path)
+
+@app.route('/')
+def index():
+    return render_template('index.html')
+
+@app.route('/images/<path:filename>')
+def serve_image(filename):
+    return send_from_directory(IMAGES_DIR, filename)
+
+@app.route('/api/next')
+def get_next_image():
+    images = get_image_files()
+    total = len(images)
+    labeled_count = 0
+    next_image = None
+
+    for img in images:
+        if is_labeled(img):
+            labeled_count += 1
+        elif next_image is None:
+            next_image = img
+            
+    # If all labeled, next_image remains None
+    
+    return jsonify({
+        'total': total,
+        'labeled': labeled_count,
+        'filename': next_image,
+        'completed': next_image is None
+    })
+
+@app.route('/api/save', methods=['POST'])
+def save_label():
+    data = request.json
+    filename = data.get('filename')
+    boxes = data.get('boxes', []) # List of {x, y, w, h} in image pixels
+    img_w = data.get('width')
+    img_h = data.get('height')
+    
+    if not filename or not img_w or not img_h:
+        return jsonify({'error': 'Missing data'}), 400
+
+    name, _ = os.path.splitext(filename)
+    label_path = os.path.join(LABELS_DIR, name + '.txt')
+    
+    lines = []
+    for box in boxes:
+        # YOLO format: class x_center y_center width height (normalized 0-1)
+        # Class is 0 for signature
+        
+        # Ensure box is valid
+        x = float(box['x'])
+        y = float(box['y'])
+        w = float(box['w'])
+        h = float(box['h'])
+        
+        # Center coordinates
+        center_x = (x + w / 2.0) / img_w
+        center_y = (y + h / 2.0) / img_h
+        norm_w = w / img_w
+        norm_h = h / img_h
+        
+        # Clamp values just in case
+        center_x = max(0.0, min(1.0, center_x))
+        center_y = max(0.0, min(1.0, center_y))
+        norm_w = max(0.0, min(1.0, norm_w))
+        norm_h = max(0.0, min(1.0, norm_h))
+        
+        lines.append(f"0 {center_x:.6f} {center_y:.6f} {norm_w:.6f} {norm_h:.6f}")
+        
+    with open(label_path, 'w') as f:
+        f.write('\n'.join(lines))
+        
+    return jsonify({'success': True})
+
+if __name__ == '__main__':
+    app.run(debug=True, port=8080)

extraction_log.csv

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