v1.3.2: 新增电商应用类,重新组织预设分类结构
- 创建专门的电商应用类,包含6个专业电商功能 - 新增品牌融合植入功能,支持将logo无缝融合到产品图片中 - 优化预设分类逻辑,将通用功能保留在实用功能类中 - 提升电商专业功能的使用体验和分类清晰度 - 保持所有预设的完整功能,总数达到33个
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# ComfyUI-UniversalToolkit
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[](https://github.com/whmc76/ComfyUI-UniversalToolkit)
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[](https://github.com/whmc76/ComfyUI-UniversalToolkit)
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[](LICENSE)
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[](https://github.com/comfyanonymous/ComfyUI)
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@@ -12,7 +12,7 @@
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- **🎵 音频处理**:音频加载、裁剪、重采样、增益调节等
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- **🎭 掩码操作**:掩码运算、填充、裁剪、预览等
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- **🛠️ 实用工具**:数学表达式、文本处理、显存清理、预设加载等
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- **📱 智能预设**:32种Kontext VLM系统预设,支持动态场景描述
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- **📱 智能预设**:33种Kontext VLM系统预设,支持动态场景描述
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- **🔧 模块化设计**:按功能分类,易于维护和扩展
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- **⚡ 高性能**:支持批量处理,优化内存使用
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@@ -97,11 +97,10 @@ tqdm
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- **LoraInfo_UTK**:LoRA信息查询,获取CivitAI触发词、示例提示词、基础模型、元数据等信息
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#### 预设系统
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- **LoadKontextPresets_UTK**:Kontext VLM系统预设,包含30种专业图像变换预设,分为7个主要分类:
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- **LoadKontextPresets_UTK**:Kontext VLM系统预设,包含33种专业图像变换预设,分为8个主要分类:
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**🎯 核心编辑类 (2个)**
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**🎯 核心编辑类 (1个)**
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- Universal Editor (万能编辑) - 默认预设,精确的图像编辑指令转换
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- Pattern Extraction (花纹提取) - 从指定对象提取花纹或logo
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**🖼️ 图像合成类 (2个)**
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- Context Deep Fusion (情境深度融合) - 深度融合不同上下文的头部和身体
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@@ -114,17 +113,22 @@ tqdm
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- Furniture Removal (清空家具) - 移除房间内的所有家具
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- Interior Design (室内设计) - 重新设计室内空间风格
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**📷 摄影技术类 (9个)**
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**📷 摄影技术类 (4个)**
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- Camera Movement (移动镜头) - 戏剧性的镜头移动效果
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- Relighting (重新布光) - 完全改变图像的光照和氛围
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- Camera Zoom (画面缩放) - 有目的的缩放效果
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- Professional Product Photography (专业产品图) - 商业级产品摄影效果
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- Product Lifestyle Scene (产品生活场景图) - 产品在生活场景中的展示
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- Model Hand Product Close-Up (模特手持特写) - 模特手持产品的特写摄影
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- Tilt-Shift Miniature (微缩世界) - 倾斜移轴微缩效果
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- Reflection Addition (添加倒影) - 添加反射表面增强构图
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- Character Pose & Viewpoint Change (角色姿势视角变换) - 改变角色视角保持特征一致
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**🛒 电商应用类 (6个)**
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- Professional Product Photography (专业产品图) - 商业级产品摄影效果
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- Product Lifestyle Scene (产品生活场景图) - 产品在生活场景中的展示
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- Model Hand Product Close-Up (模特手持特写) - 模特手持产品的特写摄影
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- Fashion Try-On Model Showcase (时尚试穿展示) - 服装试穿展示
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- Product Pattern Extraction (产品图案提取) - 从指定对象提取花纹或logo
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- Logo Transfer to Product (品牌融合植入) - 将logo无缝融合到产品图片中
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**👤 人物变换类 (4个)**
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- Hair Style Change (更换发型) - 完整的发型变换
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- Bodybuilding Transformation (肌肉猛男化) - 肌肉发达的体型变换
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@@ -139,10 +143,9 @@ tqdm
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- Pencil Sketch (铅笔手绘) - 铅笔素描风格
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- Oil Painting (油画风格) - 油画风格转换
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**✨ 特殊效果类 (4个)**
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**✨ 实用功能类 (3个)**
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- Material Transformation (材质置换) - 将主体转换为不同材质
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- Movie Poster (电影海报) - 电影海报风格转换
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- Technical Blueprint (蓝图视角) - 技术蓝图风格
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- Text Addition (添加文字) - 在图像中添加文字
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- Text Removal (移除文字) - 移除图像中的文字
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## 🚀 使用示例
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@@ -173,7 +176,21 @@ AudioCropProcess_UTK
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## 📋 版本历史
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### v1.2.8 (最新)
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### v1.3.2 (最新)
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- 新增电商应用类,重新组织预设分类结构
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- 创建专门的电商应用类,包含6个专业电商功能:
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- Ecommerce-Professional Product Photography (专业产品图)
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- Ecommerce-Product Lifestyle Scene (产品生活场景图)
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- Ecommerce-Model Hand Product Close-Up (模特手持特写)
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- Ecommerce-Fashion Try-On Model Showcase (时尚试穿展示)
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- Ecommerce-Product Pattern Extraction (产品图案提取)
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- Ecommerce-Logo Transfer to Product (品牌融合植入)
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- 新增品牌融合植入功能,支持将logo无缝融合到产品图片中
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- 优化预设分类逻辑,将通用功能保留在实用功能类中
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- 提升电商专业功能的使用体验和分类清晰度
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- 保持所有预设的完整功能,总数达到33个,覆盖更全面的图像处理需求
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### v1.2.8
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- 新增模特手持特写预设和优化产品摄影预设
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- 新增Photo-Model Hand Product Close-Up (模特手持特写)预设,专门用于生成模特手持产品的特写摄影场景
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- 将Photo-Model Product Trial改名为Photo-Product Lifestyle Scene (产品生活场景图),更准确反映功能
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@@ -53,18 +53,6 @@ class LoadKontextPresets_UTK:
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"name": "Photo-Camera Zoom (画面缩放)",
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"brief": "Describe a specific zoom action that serves a narrative purpose. Based on the user's specific request: $user_prompt$, propose either a dramatic 'push-in' (zoom in) or a revealing 'pull-out' (zoom out). Explain the narrative purpose of this zoom, what new information or emotion it reveals, and any necessary adjustments to focus, depth of field, or composition.",
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},
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{
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"name": "Photo-Professional Product Photography (专业产品图)",
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"brief": "Create a professional product photography scene strictly based on $user_prompt$, ensuring the product's shape, texture, colors, reflections, and surface details remain unchanged. The specified scene in $user_prompt$ is the highest priority and must be accurately represented — avoid default white or studio backgrounds unless explicitly mentioned. Apply a commercial-grade transformation with the following principles: 1. **Scene-Driven Environment**: Always render the environment exactly as described in $user_prompt$ (e.g., shopping mall display, outdoor park, urban street, café table). Do not default to minimal studio setups unless explicitly requested. 2. **Authentic Lighting & Shadows**: Match lighting style to the scene context (e.g., natural sunlight with soft shadows for outdoor settings, ambient mall lighting with mild reflections, warm tones for indoor settings). Keep shadows and highlights consistent with the product's placement. 3. **Professional Composition**: Use framing techniques such as rule of thirds, leading lines, and controlled depth of field. The product must remain the main subject while being naturally integrated with foreground and background elements described in $user_prompt$. 4. **Environmental Realism**: Blend the product seamlessly into the environment with matching perspective, scale, and surface reflections. The surroundings (e.g., floor, textures, props) must look natural and context-aware. 5. **Marketing-Grade Quality**: Maintain sharp focus on the product, with clean and professional color grading that complements both the product and its environment. Avoid any overly flat, artificial, or unprofessional look. 6. **Scene-Specific Detailing**: Include relevant background or prop elements that enhance realism and match $user_prompt$, but never distract from the product as the visual focal point. Final output must resemble a professional product shoot that fits the scene described in $user_prompt$, with no fallback to plain studio or white backgrounds unless explicitly required.",
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},
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{
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"name": "Photo-Product Lifestyle Scene (产品生活场景图)",
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"brief": "Transform the scene into a professional lifestyle photography setup as described in $user_prompt$, featuring a model naturally interacting with the product. The transformation must meet commercial-grade lifestyle photography standards and include: 1. **Model-Product Interaction**: Ensure the model engages with the product naturally (e.g., holding, using, wearing, or demonstrating it) in a realistic and appealing way that highlights its functionality and value. 2. **Lifestyle Environment Integration**: Place the model and product in the requested environment (e.g., home, outdoor, office, or urban lifestyle) with believable interactions and spatial coherence, ensuring the scene enhances the product's narrative. 3. **Professional Model Presentation**: Present the model with confident yet natural body language, realistic poses, and relatable expressions, ensuring all gestures and styling look authentic while meeting professional photography standards. 4. **Product Prominence**: Keep the product clearly visible, well-lit, and integrated into the action flow without being overshadowed by other elements. The product must remain the visual focal point. 5. **Commercial Photography Quality**: Use studio-level or natural lighting setups suitable for the environment, maintain sharp focus, clean composition (rule of thirds, depth of field), and professional color grading suitable for advertising or e-commerce. 6. **Authentic Storytelling**: Design the scene to tell a genuine and aspirational lifestyle story that feels both relatable and inspiring, showing how the product fits into everyday life. Describe the model's position, product interaction details, environmental elements, lighting setup, and any props or styling that enhance the product's commercial appeal while maintaining authenticity and consistency with $user_prompt$.",
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},
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{
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"name": "Photo-Model Hand Product Close-Up (模特手持特写)",
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"brief": "Transform the scene into a professional close-up lifestyle photography setup as described in $user_prompt$, focusing on the model's hands and product interaction. The transformation must meet commercial-grade close-up photography standards and include: 1. **Close-Up Composition**: Frame the shot tightly around the model's hands and the product, minimizing distracting background elements while keeping the product as the clear focal point. 2. **Model-Product Interaction**: Ensure the model's hands hold, use, or interact with the product naturally, showcasing its texture, design, and key features with authentic hand positioning and gesture. 3. **Professional Lighting**: Apply soft, directional lighting (e.g., studio softbox or natural window light) to highlight product surfaces and create realistic shadows and reflections that enhance depth. 4. **Product Emphasis**: Keep the product sharply in focus with macro or medium close-up framing, ensuring its shape, texture, and color remain unchanged and professionally presented. 5. **Lifestyle Touch**: Add subtle lifestyle elements (e.g., a table surface, partial props) to create context without overpowering the product, ensuring the scene looks realistic and engaging. 6. **Commercial Quality**: Use proper color grading, balanced contrast, and a professional finish suitable for e-commerce, social media marketing, or print ads. Describe hand positions, product angle, lighting setup, background tone, and any minimal props that enhance the visual storytelling while keeping the product as the hero element.",
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},
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{
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"name": "Photo-Tilt-Shift Miniature (微缩世界)",
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"brief": "Convert the entire scene into a charming and highly detailed miniature model world. Based on the user's specific request: $user_prompt$, describe the tilt-shift miniature effect. Specify the depth of field adjustments, color saturation changes, and any modifications needed to enhance the toy-like, miniature appearance. Include details about focus areas and blur zones.",
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@@ -77,6 +65,31 @@ class LoadKontextPresets_UTK:
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"name": "Photo-Character Pose & Viewpoint Change (角色姿势视角变换)",
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"brief": "Adjust the character to $user_prompt$, with the camera positioned according to the specified angle and position, while the character is performing the described action, maintaining all facial features, hairstyle, clothing details, body proportions, and overall style. This transformation can include: 1. **Camera Angle Changes**: Modify viewing angles from front, side, back, high angle, low angle, or diagonal perspectives while maintaining character consistency. 2. **Pose Adjustments**: Change body positioning, gestures, and stance while keeping natural body language and realistic proportions. 3. **Viewpoint Variations**: Create different narrative perspectives like close-up, medium shot, full body, or environmental shots. 4. **Dynamic Poses**: Transform static poses into action-oriented or expressive positions while maintaining character identity. 5. **Environmental Integration**: Adjust character positioning within the scene context while preserving scene composition. 6. **Emotional Expression**: Modify pose to convey specific emotions or attitudes while keeping facial features consistent. Ensure lighting, shadows, and perspective remain natural and consistent with the original scene. Specify the exact camera angle, position, and character action while maintaining perfect character consistency.",
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},
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# === 电商应用类 ===
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{
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"name": "Ecommerce-Professional Product Photography (专业产品图)",
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"brief": "Create a professional product photography scene strictly based on $user_prompt$, ensuring the product's shape, texture, colors, reflections, and surface details remain unchanged. The specified scene in $user_prompt$ is the highest priority and must be accurately represented — avoid default white or studio backgrounds unless explicitly mentioned. Apply a commercial-grade transformation with the following principles: 1. **Scene-Driven Environment**: Always render the environment exactly as described in $user_prompt$ (e.g., shopping mall display, outdoor park, urban street, café table). Do not default to minimal studio setups unless explicitly requested. 2. **Authentic Lighting & Shadows**: Match lighting style to the scene context (e.g., natural sunlight with soft shadows for outdoor settings, ambient mall lighting with mild reflections, warm tones for indoor settings). Keep shadows and highlights consistent with the product's placement. 3. **Professional Composition**: Use framing techniques such as rule of thirds, leading lines, and controlled depth of field. The product must remain the main subject while being naturally integrated with foreground and background elements described in $user_prompt$. 4. **Environmental Realism**: Blend the product seamlessly into the environment with matching perspective, scale, and surface reflections. The surroundings (e.g., floor, textures, props) must look natural and context-aware. 5. **Marketing-Grade Quality**: Maintain sharp focus on the product, with clean and professional color grading that complements both the product and its environment. Avoid any overly flat, artificial, or unprofessional look. 6. **Scene-Specific Detailing**: Include relevant background or prop elements that enhance realism and match $user_prompt$, but never distract from the product as the visual focal point. Final output must resemble a professional product shoot that fits the scene described in $user_prompt$, with no fallback to plain studio or white backgrounds unless explicitly required.",
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},
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{
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"name": "Ecommerce-Product Lifestyle Scene (产品生活场景图)",
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"brief": "Transform the scene into a professional lifestyle photography setup as described in $user_prompt$, featuring a model naturally interacting with the product. The transformation must meet commercial-grade lifestyle photography standards and include: 1. **Model-Product Interaction**: Ensure the model engages with the product naturally (e.g., holding, using, wearing, or demonstrating it) in a realistic and appealing way that highlights its functionality and value. 2. **Lifestyle Environment Integration**: Place the model and product in the requested environment (e.g., home, outdoor, office, or urban lifestyle) with believable interactions and spatial coherence, ensuring the scene enhances the product's narrative. 3. **Professional Model Presentation**: Present the model with confident yet natural body language, realistic poses, and relatable expressions, ensuring all gestures and styling look authentic while meeting professional photography standards. 4. **Product Prominence**: Keep the product clearly visible, well-lit, and integrated into the action flow without being overshadowed by other elements. The product must remain the visual focal point. 5. **Commercial Photography Quality**: Use studio-level or natural lighting setups suitable for the environment, maintain sharp focus, clean composition (rule of thirds, depth of field), and professional color grading suitable for advertising or e-commerce. 6. **Authentic Storytelling**: Design the scene to tell a genuine and aspirational lifestyle story that feels both relatable and inspiring, showing how the product fits into everyday life. Describe the model's position, product interaction details, environmental elements, lighting setup, and any props or styling that enhance the product's commercial appeal while maintaining authenticity and consistency with $user_prompt$.",
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},
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{
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"name": "Ecommerce-Model Hand Product Close-Up (模特手持特写)",
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"brief": "Transform the scene into a professional close-up lifestyle photography setup as described in $user_prompt$, focusing on the model's hands and product interaction. The transformation must meet commercial-grade close-up photography standards and include: 1. **Close-Up Composition**: Frame the shot tightly around the model's hands and the product, minimizing distracting background elements while keeping the product as the clear focal point. 2. **Model-Product Interaction**: Ensure the model's hands hold, use, or interact with the product naturally, showcasing its texture, design, and key features with authentic hand positioning and gesture. 3. **Professional Lighting**: Apply soft, directional lighting (e.g., studio softbox or natural window light) to highlight product surfaces and create realistic shadows and reflections that enhance depth. 4. **Product Emphasis**: Keep the product sharply in focus with macro or medium close-up framing, ensuring its shape, texture, and color remain unchanged and professionally presented. 5. **Lifestyle Touch**: Add subtle lifestyle elements (e.g., a table surface, partial props) to create context without overpowering the product, ensuring the scene looks realistic and engaging. 6. **Commercial Quality**: Use proper color grading, balanced contrast, and a professional finish suitable for e-commerce, social media marketing, or print ads. Describe hand positions, product angle, lighting setup, background tone, and any minimal props that enhance the visual storytelling while keeping the product as the hero element.",
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},
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{
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"name": "Ecommerce-Fashion Try-On Model Showcase (时尚试穿展示)",
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"brief": "Transform a clothing item image into a realistic and stylish model showcase scene based on $user_prompt$. Generate a professional model wearing or presenting the clothing item in a natural pose within an appropriate lifestyle or fashion setting. The clothing item's structure, color, and design must remain completely unchanged. Apply the following principles: 1. **Clothing-to-Body Mapping**: Apply the clothing image to a human model in a way that naturally fits the body, respecting the shape, folds, and texture of the original item. Avoid distortion or unrealistic deformation while ensuring proper fit and drape. 2. **Pose & Fit Realism**: Select a natural, stylish pose that best showcases the clothing's cut and design. Ensure correct tension points, fabric drape, and body posture based on the item type (e.g., jacket, dress, hoodie, formal wear). 3. **Contextual Scene Adaptation**: Generate a lifestyle or fashion-oriented background that matches $user_prompt$ (e.g., urban streetwear, elegant indoors, casual beach, fashion runway, studio setting). Ensure the background supports but doesn't overpower the clothing item. 4. **Professional Lighting & Composition**: Use natural or studio lighting based on the context. Ensure shadows, highlights, and color tones are realistic and enhance the garment's appeal while maintaining the original clothing colors and textures. 5. **Model Presentation**: Ensure the model has human-proportioned body with stylish appearance and varied ethnicity options. Avoid excessive stylization unless explicitly requested in $user_prompt$. 6. **E-commerce Quality**: Create images suitable for e-commerce, lookbook, fashion campaign, or editorial use depending on the scene input. Maintain commercial-grade quality with sharp focus on the clothing item. 7. **Flexible Customization**: Allow background, model pose, and styling to be varied via $user_prompt$ for different use cases while preserving the clothing item's integrity.",
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},
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{
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"name": "Ecommerce-Product Pattern Extraction (产品图案提取)",
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"brief": "Extract the visible pattern or logo from the $user_prompt$ in the image and convert it into a seamless flat texture. Remove all lighting, shading, wrinkles, folds, and perspective distortions. Ensure the output is a clean, high-resolution top-down view of the pattern with no character, background, or surrounding elements included. Preserve the original colors, fine details, and relative scale of the pattern as seen on the specified object. The extraction should isolate the pattern completely, eliminating any 3D effects, shadows, or environmental influences while maintaining the authentic visual characteristics and color palette of the original design.",
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},
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{
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"name": "Ecommerce-Logo Transfer to Product (品牌融合植入)",
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"brief": "Seamlessly blend a logo from one image onto a product in another image based on $user_prompt$, ensuring that the product's structure, texture, lighting, and composition remain completely unchanged. The logo must appear naturally integrated, as if originally part of the product. Apply the following principles: 1. **Logo Extraction & Preservation**: Isolate the logo from the source image with high fidelity, preserving its shape, color, proportions, and any visual branding characteristics while maintaining its original design integrity. 2. **Product Integrity Protection**: Do not alter the original product photo in any way — its composition, lighting, texture, material, colors, shadows, and surface details must remain exactly as they appear in the target image. 3. **Realistic Logo Fusion**: Integrate the logo into the product image in a way that fully respects the surface curvature, fabric or material behavior (e.g., cloth folds, leather texture, matte or glossy reflection). Avoid floating, tiling, or artificial appearance. 4. **Lighting & Perspective Matching**: The logo must match the product's lighting and perspective perfectly. If the product is lit from the top-left, the logo must reflect that same direction of light, shadow softness, and reflection if applicable. 5. **Precise Placement Control**: Use $user_prompt$ to determine the intended placement and scale of the logo (e.g., 'top-right corner of the backpack flap', 'center chest of the t-shirt', or 'front face of the bottle'). 6. **Non-Obstructive Integration**: Avoid covering essential product details, existing logos, or stitching unless explicitly stated. The logo should be placed where it naturally fits into the design. 7. **Commercial Presentation Standards**: The final image should appear like a real professional product photo prepared for use in brand catalogs, ecommerce platforms, or promotional displays — high-resolution, polished, and photorealistic. NOTE: This preset requires two input images - one containing the logo to be transferred, and one containing the target product.",
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},
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# === 人物变换类 ===
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{
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"name": "Character-Hair Style Change (更换发型)",
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@@ -128,10 +141,6 @@ class LoadKontextPresets_UTK:
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"name": "Utility-Material Transformation (材质置换)",
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"brief": "Re-imagine the main subject as a sculpture made from an unexpected material. Based on the user's specific request: $user_prompt$, describe the material transformation. Specify the new material's properties, how it affects the subject's appearance, lighting interactions, and any textural or reflective qualities that define the material.",
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},
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{
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"name": "Utility-Pattern Extraction (花纹提取)",
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"brief": "Extract the visible pattern or logo from the $user_prompt$ in the image and convert it into a seamless flat texture. Remove all lighting, shading, wrinkles, folds, and perspective distortions. Ensure the output is a clean, high-resolution top-down view of the pattern with no character, background, or surrounding elements included. Preserve the original colors, fine details, and relative scale of the pattern as seen on the specified object. The extraction should isolate the pattern completely, eliminating any 3D effects, shadows, or environmental influences while maintaining the authentic visual characteristics and color palette of the original design.",
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},
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{
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"name": "Utility-Text Addition (添加文字)",
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"brief": "Add visually embedded text to the image with the following specifications based on $user_prompt$: 1. **Text Content**: Specify the exact text to be added, including any special characters, numbers, or phrases. 2. **Text Placement**: Determine the precise location (e.g., upper left corner, center bottom, overlaid on a signboard, floating in the sky, on a wall, on clothing, on a product label). 3. **Text Style**: Apply the specified visual style (e.g., handwritten script, neon glow effect, comic book font, typewriter style, chalk on board, engraved metal, painted graffiti, digital LED display, vintage typography, calligraphy). 4. **Visual Integration**: Ensure the text blends naturally with the scene by matching lighting conditions, perspective, surface textures, and environmental factors. 5. **Contextual Adaptation**: Adjust text size, color, and opacity to fit the scene's mood and maintain readability while respecting the original composition. 6. **Surface Interaction**: If placed on surfaces, ensure the text follows the surface's contours, lighting, and material properties (e.g., text on glass should have transparency, text on metal should have reflections). The text should appear as if it was naturally part of the original scene, with appropriate shadows, highlights, and environmental effects.",
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+1
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@@ -1,7 +1,7 @@
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[project]
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name = "universaltoolkit"
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description = "A comprehensive toolkit based on ComfyUI, providing image, mask, audio, and tools nodes, fully modular and v3 compatible."
|
||||
version = "1.3.1"
|
||||
version = "1.3.2"
|
||||
license = {file = "LICENSE"}
|
||||
dependencies = [
|
||||
"torch",
|
||||
|
||||
Reference in New Issue
Block a user