Update controlnet_module.py

controlnet_module.py

@@ -715,63 +715,63 @@ class ControlNetProcessor:
                     
                         print(f"   🔄 Iteration {iteration+1}: Crop zu klein ({actual_crop_width}×{actual_crop_height})")
                     
-                    # BREITE anpassen (falls nötig)
-                    if actual_crop_width < crop_size:
-                        if crop_x1 == 0:  # Am linken Rand
-                            crop_x2 = min(original_image.width, crop_x1 + crop_size)
-                            print(f"     ← Breite angepasst (linker Rand): crop_x2 = {crop_x2}")
-                        elif crop_x2 == original_image.width:  # Am rechten Rand
-                            crop_x1 = max(0, crop_x2 - crop_size)
-                            print(f"     → Breite angepasst (rechter Rand): crop_x1 = {crop_x1}")
-                        else:
-                            # Nicht am Rand - zentriert erweitern
-                            missing_width = crop_size - actual_crop_width
-                            expand_left = missing_width // 2
-                            expand_right = missing_width - expand_left
+                        # BREITE anpassen (falls nötig)
+                        if actual_crop_width < crop_size:
+                            if crop_x1 == 0:  # Am linken Rand
+                                crop_x2 = min(original_image.width, crop_x1 + crop_size)
+                                print(f"     ← Breite angepasst (linker Rand): crop_x2 = {crop_x2}")
+                            elif crop_x2 == original_image.width:  # Am rechten Rand
+                                crop_x1 = max(0, crop_x2 - crop_size)
+                                print(f"     → Breite angepasst (rechter Rand): crop_x1 = {crop_x1}")
+                            else:
+                                # Nicht am Rand - zentriert erweitern
+                                missing_width = crop_size - actual_crop_width
+                                expand_left = missing_width // 2
+                                expand_right = missing_width - expand_left
                             
-                            crop_x1 = max(0, crop_x1 - expand_left)
-                            crop_x2 = min(original_image.width, crop_x2 + expand_right)
-                            print(f"     ↔ Zentriert erweitert um {missing_width}px")
+                                crop_x1 = max(0, crop_x1 - expand_left)
+                                crop_x2 = min(original_image.width, crop_x2 + expand_right)
+                                print(f"     ↔ Zentriert erweitert um {missing_width}px")
                     
-                    # HÖHE anpassen (falls nötig)
-                    if actual_crop_height < crop_size:
-                        if crop_y1 == 0:  # Am oberen Rand
-                            crop_y2 = min(original_image.height, crop_y1 + crop_size)
-                            print(f"     ↑ Höhe angepasst (oberer Rand): crop_y2 = {crop_y2}")
-                        elif crop_y2 == original_image.height:  # Am unteren Rand
-                            crop_y1 = max(0, crop_y2 - crop_size)
-                            print(f"     ↓ Höhe angepasst (unterer Rand): crop_y1 = {crop_y1}")
-                        else:
-                            # Nicht am Rand - zentriert erweitern
-                            missing_height = crop_size - actual_crop_height
-                            expand_top = missing_height // 2
-                            expand_bottom = missing_height - expand_top
+                        # HÖHE anpassen (falls nötig)
+                        if actual_crop_height < crop_size:
+                            if crop_y1 == 0:  # Am oberen Rand
+                                crop_y2 = min(original_image.height, crop_y1 + crop_size)
+                                print(f"     ↑ Höhe angepasst (oberer Rand): crop_y2 = {crop_y2}")
+                            elif crop_y2 == original_image.height:  # Am unteren Rand
+                                crop_y1 = max(0, crop_y2 - crop_size)
+                                print(f"     ↓ Höhe angepasst (unterer Rand): crop_y1 = {crop_y1}")
+                            else:
+                                # Nicht am Rand - zentriert erweitern
+                                missing_height = crop_size - actual_crop_height
+                                expand_top = missing_height // 2
+                                expand_bottom = missing_height - expand_top
                             
-                            crop_y1 = max(0, crop_y1 - expand_top)
-                            crop_y2 = min(original_image.height, crop_y2 + expand_bottom)
-                            print(f"     ↕ Zentriert erweitert um {missing_height}px")
+                                crop_y1 = max(0, crop_y1 - expand_top)
+                                crop_y2 = min(original_image.height, crop_y2 + expand_bottom)
+                                print(f"     ↕ Zentriert erweitert um {missing_height}px")
                     
-                    # Sicherstellen, dass innerhalb der Bildgrenzen
-                    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 innerhalb der Bildgrenzen
+                        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)
                     
-                    # Letzte Iteration erreicht?
-                    if iteration == max_iterations - 1:
-                        actual_crop_width = crop_x2 - crop_x1
-                        actual_crop_height = crop_y2 - crop_y1
-                        print(f"   ⚠️  Max. Iterationen erreicht. Finaler Crop: {actual_crop_width}×{actual_crop_height} px")
+                        # Letzte Iteration erreicht?
+                        if iteration == max_iterations - 1:
+                            actual_crop_width = crop_x2 - crop_x1
+                            actual_crop_height = crop_y2 - crop_y1
+                            print(f"   ⚠️  Max. Iterationen erreicht. Finaler Crop: {actual_crop_width}×{actual_crop_height} px")
                         
-                        # Warnung wenn immer noch zu klein
-                        if actual_crop_width < crop_size or actual_crop_height < crop_size:
-                            min_acceptable = int(bbox_max_dim * 1.8)  # Mindestens 1.8× BBox
-                            if actual_crop_width < min_acceptable or actual_crop_height < min_acceptable:
-                                print(f"   🚨 KRITISCH: Crop immer noch zu klein ({actual_crop_width}×{actual_crop_height})")
-                                print(f"   🚨 SAM könnte Probleme haben!")
-
-                print(f"   🔲 Finaler Crop-Bereich: [{crop_x1}, {crop_y1}, {crop_x2}, {crop_y2}]")
-                print(f"   📏 Finale Crop-Größe: {crop_x2-crop_x1} × {crop_y2-crop_y1} px")
+                            # Warnung wenn immer noch zu klein
+                            if actual_crop_width < crop_size or actual_crop_height < crop_size:
+                                min_acceptable = int(bbox_max_dim * 1.8)  # Mindestens 1.8× BBox
+                                if actual_crop_width < min_acceptable or actual_crop_height < min_acceptable:
+                                    print(f"   🚨 KRITISCH: Crop immer noch zu klein ({actual_crop_width}×{actual_crop_height})")
+                                    print(f"   🚨 SAM könnte Probleme haben!")
+
+                    print(f"   🔲 Finaler Crop-Bereich: [{crop_x1}, {crop_y1}, {crop_x2}, {crop_y2}]")
+                    print(f"   📏 Finale Crop-Größe: {crop_x2-crop_x1} × {crop_y2-crop_y1} px")
 
         
                 # Bild ausschneiden- 2,5 mal so groß und quadratisch wie BBox