Update controlnet_module.py

controlnet_module.py

@@ -665,58 +665,55 @@ class ControlNetProcessor:
                     use_crop_strategy = True
         
                 if use_crop_strategy:    
-
-
-                
+                    #
+                    # ============================================================
+                    # Crop = BBox × 2.5 (ERHÖHT für mehr Kontext) 
+                    # ============================================================
+                    print("✂️ SCHRITT 2: ERSTELLE QUADRATISCHEN AUSSCHNITT (BBox × 2.5)")
         
-                # ============================================================
-                # Crop = BBox × 2.5 (ERHÖHT für mehr Kontext) 
-                # ============================================================
-                print("✂️ SCHRITT 2: ERSTELLE QUADRATISCHEN AUSSCHNITT (BBox × 2.5)")
+                    # BBox-Zentrum berechnen
+                    bbox_center_x = (x1 + x2) // 2
+                    bbox_center_y = (y1 + y2) // 2
+                    print(f"   📍 BBox-Zentrum: ({bbox_center_x}, {bbox_center_y})")
         
-                # BBox-Zentrum berechnen
-                bbox_center_x = (x1 + x2) // 2
-                bbox_center_y = (y1 + y2) // 2
-                print(f"   📍 BBox-Zentrum: ({bbox_center_x}, {bbox_center_y})")
+                    # Größte Dimension der BBox finden
+                    bbox_width = x2 - x1
+                    bbox_height = y2 - y1
+                    bbox_max_dim = max(bbox_width, bbox_height)
+                    print(f"   📏 BBox Dimensionen: {bbox_width} × {bbox_height} px")
+                    print(f"   📐 Maximale BBox-Dimension: {bbox_max_dim} px")
         
-                # Größte Dimension der BBox finden
-                bbox_width = x2 - x1
-                bbox_height = y2 - y1
-                bbox_max_dim = max(bbox_width, bbox_height)
-                print(f"   📏 BBox Dimensionen: {bbox_width} × {bbox_height} px")
-                print(f"   📐 Maximale BBox-Dimension: {bbox_max_dim} px")
+                    # Crop-Größe berechnen (BBox × 2.5)
+                    crop_size = int(bbox_max_dim * 2.5)
+                    print(f"   🎯 Ziel-Crop-Größe: {crop_size} × {crop_size} px (BBox × 2.5)")
         
-                # Crop-Größe berechnen (BBox × 2.5)
-                crop_size = int(bbox_max_dim * 2.5)
-                print(f"   🎯 Ziel-Crop-Größe: {crop_size} × {crop_size} px (BBox × 2.5)")
+                    # Crop-Koordinaten berechnen (zentriert um BBox)
+                    crop_x1 = bbox_center_x - crop_size // 2
+                    crop_y1 = bbox_center_y - crop_size // 2
+                    crop_x2 = crop_x1 + crop_size
+                    crop_y2 = crop_y1 + crop_size
         
-                # Crop-Koordinaten berechnen (zentriert um BBox)
-                crop_x1 = bbox_center_x - crop_size // 2
-                crop_y1 = bbox_center_y - crop_size // 2
-                crop_x2 = crop_x1 + crop_size
-                crop_y2 = crop_y1 + crop_size
-        
-                # Sicherstellen, dass Crop innerhalb der Bildgrenzen bleibt
-                crop_x1 = max(0, crop_x1)
-                crop_y1 = max(0, crop_y1)
-                crop_x2 = min(original_image.width, crop_x2)
-                crop_y2 = min(original_image.height, crop_y2)
+                    # Sicherstellen, dass Crop innerhalb der Bildgrenzen bleibt
+                    crop_x1 = max(0, crop_x1)
+                    crop_y1 = max(0, crop_y1)
+                    crop_x2 = min(original_image.width, crop_x2)
+                    crop_y2 = min(original_image.height, crop_y2)
 
 
-                # ITERATIVE ANPASSUNG für bessere Crop-Größe
-                max_iterations = 3
-                print(f"   🔄 Iterative Crop-Anpassung (max. {max_iterations} Versuche)")
+                    # ITERATIVE ANPASSUNG für bessere Crop-Größe
+                    max_iterations = 3
+                    print(f"   🔄 Iterative Crop-Anpassung (max. {max_iterations} Versuche)")
 
-                for iteration in range(max_iterations):
-                    actual_crop_width = crop_x2 - crop_x1
-                    actual_crop_height = crop_y2 - crop_y1
+                    for iteration in range(max_iterations):
+                        actual_crop_width = crop_x2 - crop_x1
+                        actual_crop_height = crop_y2 - crop_y1
                     
-                    # Prüfen ob Crop groß genug ist
-                    if actual_crop_width >= crop_size and actual_crop_height >= crop_size:
-                        print(f"   ✅ Crop-Größe OK nach {iteration} Iteration(en): {actual_crop_width}×{actual_crop_height} px")
-                        break
+                        # Prüfen ob Crop groß genug ist
+                        if actual_crop_width >= crop_size and actual_crop_height >= crop_size:
+                            print(f"   ✅ Crop-Größe OK nach {iteration} Iteration(en): {actual_crop_width}×{actual_crop_height} px")
+                            break
                     
-                    print(f"   🔄 Iteration {iteration+1}: Crop zu klein ({actual_crop_width}×{actual_crop_height})")
+                        print(f"   🔄 Iteration {iteration+1}: Crop zu klein ({actual_crop_width}×{actual_crop_height})")
                     
                     # BREITE anpassen (falls nötig)
                     if actual_crop_width < crop_size: