Update inpainting_templates.py

inpainting_templates.py

@@ -85,9 +85,9 @@ class InpaintingTemplateManager:
                 "new design, different style, style change, "
                 "complex patterns, printed patterns, embroidery"
             ),
-            controlnet_conditioning_scale=0.6,    # Medium-high: preserve structure/shape from edges
+            controlnet_conditioning_scale=0.5,    # Medium: balance structure preservation and color freedom
             feather_radius=4,                     # Low: clean color boundaries
-            guidance_scale=12.0,                  # High: follow color prompt
+            guidance_scale=13.0,                  # High: follow color prompt strongly
             num_inference_steps=10,               # Optimized for speed
             strength=1.0,                         # Full repaint for color change
             preferred_conditioning="canny",       # Edge-based: preserves shape
@@ -95,40 +95,19 @@ class InpaintingTemplateManager:
             enhance_prompt=False,                 # Disabled: use color prompt directly
             difficulty="easy",
             usage_tips=[
-                "🎯 Purpose: Pure color transformation (any object type)",
+                "🎯 Purpose: Change the color while keeping the original shape and structure.",
                 "",
-                "📖 HOW TO USE:",
-                "1️⃣ Use the brush tool to paint over the area you want to change",
-                "2️⃣ Enter ONLY the target color in the prompt box",
-                "3️⃣ Click Generate",
+                "📝 Example Prompts:",
+                "  • 'vibrant red' - for a bold, saturated red color",
+                "  • 'soft pastel pink' - for a gentle, light pink tone",
+                "  • 'deep navy blue' - for a rich, dark blue shade",
+                "  • 'bright yellow' - for an eye-catching yellow",
+                "  • 'pure white' - for a clean, solid white",
                 "",
-                "✅ CORRECT Prompt Examples:",
-                "  • Just type: 'red' (not 'red shirt')",
-                "  • Just type: 'bright blue' (not 'blue clothing')",
-                "  • Just type: 'pure white' (not 'white polo')",
-                "  • Just type: 'deep purple' (not 'purple fabric')",
-                "",
-                "❌ WRONG - DON'T describe objects:",
-                "  • ❌ 'red shirt' → may change clothing style",
-                "  • ❌ 'blue wall' → may add wall texture",
-                "  • ❌ 'white car' → may replace with different object",
-                "",
-                "🎨 What happens behind the scenes:",
-                "  • Your input 'red' → becomes 'repaint as red color, solid red only'",
-                "  • Mask-aware ControlNet weakens edges in painted area",
-                "  • High guidance (20.0) forces color transformation",
-                "  • Preserves object shape while changing color completely",
-                "",
-                "⚡ OPTIMIZED FOR:",
-                "  • Extreme color changes (black→red on anime/illustration)",
-                "  • Flat color transformations",
-                "  • Works on clothes, walls, furniture, any solid object",
-                "",
-                "💡 Pro Tips:",
-                "  • For best results: paint the ENTIRE object area",
-                "  • Use simple color words: 'red', 'blue', 'green', 'yellow'",
-                "  • Can add brightness: 'bright red', 'dark blue', 'light pink'",
-                "  • To refine style after: use 'Clothing Change' template next"
+                "💡 Tips:",
+                "  • Describe ONLY the color, not the object itself",
+                "  • Paint the entire area you want to recolor",
+                "  • Add modifiers like 'bright', 'dark', 'pastel' for better results"
             ]
         ),
 
@@ -155,17 +134,19 @@ class InpaintingTemplateManager:
             enhance_prompt=True,                  # Enabled: enriches clothing details
             difficulty="easy",
             usage_tips=[
-                "🎯 Purpose: Change clothing style, material, or design",
-                "✅ Describe clothing type: 'white polo shirt', 'formal black suit', 'denim jacket'",
-                "✅ Can include color: 'red polo shirt with collar'",
-                "✅ Can describe details: 'casual shirt with buttons and pockets'",
-                "✅ Preserves body structure and natural fit",
-                "📝 Example prompts:",
-                "  • 'white polo shirt with clean collar'",
-                "  • 'formal business suit with tie'",
-                "  • 'casual denim jacket with pockets'",
-                "  • 'red t-shirt with simple design'",
-                "💡 Use after 'Change Color' if you want to refine style details"
+                "🎯 Purpose: Replace clothing with a completely different style or design.",
+                "",
+                "📝 Example Prompts:",
+                "  • 'white polo shirt with collar' - casual business look",
+                "  • 'formal black suit with tie' - professional attire",
+                "  • 'cozy knit sweater in cream color' - warm casual style",
+                "  • 'vintage denim jacket with patches' - retro fashion",
+                "  • 'elegant silk blouse in emerald green' - sophisticated look",
+                "",
+                "💡 Tips:",
+                "  • Include both clothing type AND color for best results",
+                "  • Add details like 'with buttons', 'v-neck', 'long sleeves' for specificity",
+                "  • Body structure is preserved automatically"
             ]
         ),
 
@@ -192,19 +173,19 @@ class InpaintingTemplateManager:
             enhance_prompt=True,                  # Enabled: enriches object details
             difficulty="medium",
             usage_tips=[
-                "🎯 Purpose: Replace objects with new ones",
-                "⚠️ IMPORTANT: One object type at a time only!",
-                "⚠️ All masked areas become the SAME object",
-                "✅ Describe target object: 'ceramic vase with flowers', 'wooden chair'",
-                "✅ Can add details: 'modern glass table with metal legs'",
-                "📝 Example workflow:",
-                "  • Step 1: Mask position A → prompt 'red vase' → Generate",
-                "  • Step 2: Mask position B → prompt 'wooden chair' → Generate",
-                "📝 Example prompts:",
-                "  • 'white ceramic vase with fresh flowers'",
-                "  • 'modern wooden chair with cushion'",
-                "  • 'elegant glass bottle with cork'",
-                "💡 For multiple object types, do it in batches (one type per generation)"
+                "🎯 Purpose: Replace an object in the scene with something completely different.",
+                "",
+                "📝 Example Prompts:",
+                "  • 'ceramic vase with colorful flowers' - decorative item",
+                "  • 'modern laptop on a stand' - tech gadget",
+                "  • 'stack of vintage books' - classic decoration",
+                "  • 'potted succulent plant' - natural element",
+                "  • 'antique brass lamp' - lighting fixture",
+                "",
+                "💡 Tips:",
+                "  • Replace ONE object type at a time for best results",
+                "  • Describe what you want, not what you're removing",
+                "  • Include material and style details for realism"
             ]
         ),
 
@@ -231,18 +212,19 @@ class InpaintingTemplateManager:
             enhance_prompt=False,                 # Disabled: avoid generating new objects
             difficulty="medium",
             usage_tips=[
-                "🎯 Purpose: Remove objects and fill with background",
-                "✅ Describe the BACKGROUND material: 'wooden floor', 'white wall', 'grass field'",
-                "❌ DON'T describe the object to remove",
-                "❌ Leave prompt EMPTY if you want to match surrounding automatically",
-                "✅ Mask should completely cover the object to remove",
-                "📝 Example prompts:",
-                "  • 'wooden floor texture'",
-                "  • 'white painted wall'",
-                "  • 'green grass field'",
-                "  • 'concrete pavement'",
-                "  • '' (empty - auto match surrounding)",
-                "💡 Works best with simple, uniform backgrounds"
+                "🎯 Purpose: Remove unwanted objects and fill the area with background.",
+                "",
+                "📝 Example Prompts:",
+                "  • 'smooth wooden floor texture' - for indoor floors",
+                "  • 'clean white painted wall' - for wall backgrounds",
+                "  • 'natural green grass' - for outdoor lawn areas",
+                "  • 'beige carpet texture' - for carpeted floors",
+                "  • 'clear blue sky with clouds' - for sky backgrounds",
+                "",
+                "💡 Tips:",
+                "  • Describe the BACKGROUND, not the object being removed",
+                "  • Leave empty to auto-match surrounding textures",
+                "  • Works best with uniform, simple backgrounds"
             ]
         ),
     }