IC-LoRA模型及工作流:虚拟试衣、电影分镜、产品设计等

阿里通义团队推出的新型图像生成框架In-Context LoRA(IC-LoRA),利用Flux模型的上下文生成能力,来简化和提高图像生成任务的质量和效率。它可以通过提示词基于 Flux 生成主题连贯的三连图、四连图,非常适合内容创作。目前官方和开发者已经推出多款IC-LoRA模型,还搭配了相对应的ComfyUI工作流。

相关:阿里通义团队推出图像生成新型框架In-Context LoRA:利用现有的DiT架构模型(Flux模型)的上下文生成能力,通过提示词生成连贯图像

官方模型:

下面列出了 10 个IC-LoRA模型及其推荐设置,工作流地址:下载

任务 模型 推荐设置 示例提示
1. 情侣头像设计 couple-profile.safetensors 宽: 2048, 高: 1024 This two-part image portrays a couple of cartoon cats in detective attire; [LEFT] a black cat in a trench coat and fedora holds a magnifying glass and peers to the right, while [RIGHT] a white cat with a bow tie and matching hat raises an eyebrow in curiosity, creating a fun, noir-inspired scene against a dimly lit background.
2.电影分镜 film-storyboard.safetensors 宽: 1024, 高: 1536 [MOVIE-SHOTS] In a vibrant festival, [SCENE-1] we find <Leo>, a shy boy, standing at the edge of a bustling carnival, eyes wide with awe at the colorful rides and laughter, [SCENE-2] transitioning to him reluctantly trying a daring game, his friends cheering him on, [SCENE-3] culminating in a triumphant moment as he wins a giant stuffed bear, his face beaming with pride as he holds it up for all to see.
3. 字体设计 font-design.safetensors 宽: 1792, 高: 1216 The four-panel image showcases a playful bubble font in a vibrant pop-art style. [TOP-LEFT] displays "Pop Candy" in bright pink with a polka dot background; [TOP-RIGHT] shows "Sweet Treat" in purple, surrounded by candy illustrations; [BOTTOM-LEFT] has "Yum!" in a mix of bright colors; [BOTTOM-RIGHT] shows "Delicious" against a striped background, perfect for fun, kid-friendly products.
4. 家居装饰 home-decoration.safetensors 宽: 1344, 高: 1728 This four-panel image showcases a rustic living room with warm wood tones and cozy decor elements; [TOP-LEFT] features a large stone fireplace with wooden shelves filled with books and candles; [TOP-RIGHT] shows a vintage leather sofa draped in plaid blankets, complemented by a mix of textured cushions; [BOTTOM-LEFT] displays a corner with a wooden armchair beside a side table holding a steaming mug and a classic book; [BOTTOM-RIGHT] captures a cozy reading nook with a window seat, a soft fur throw, and decorative logs stacked neatly.
5. 肖像插画 portrait-illustration.safetensors 宽: 1152, 高: 1088 This two-panel image presents a transformation from a realistic portrait to a playful illustration, capturing both detail and artistic flair; [LEFT] the photograph shows a woman standing in a bustling marketplace, wearing a wide-brimmed hat, a flowing bohemian dress, and a leather crossbody bag; [RIGHT] the illustration panel exaggerates her accessories and features, with the bohemian dress depicted in vibrant patterns and bold colors, while the background is simplified into abstract market stalls, giving the scene an animated and lively feel.
6. 人像摄影 portrait-photography.safetensors 宽: 1344, 高: 1728 This [FOUR-PANEL] image illustrates a young artist's creative process in a bright and inspiring studio; [TOP-LEFT] she stands before a large canvas, brush in hand, adding vibrant colors to a partially completed painting, [TOP-RIGHT] she sits at a cluttered wooden table, sketching ideas in a notebook with various art supplies scattered around, [BOTTOM-LEFT] she takes a moment to step back and observe her work, adjusting her glasses thoughtfully, and [BOTTOM-RIGHT] she experiments with different textures by mixing paints directly on the palette, her focused expression showcasing her dedication to her craft.
7. PPT模板 ppt-templates.safetensors 宽: 1984, 高: 1152 This four-panel image showcases a rustic-themed PowerPoint template for a culinary workshop; [TOP-LEFT] introduces "Farm to Table Cooking" in warm, earthy tones; [TOP-RIGHT] organizes workshop sections like "Ingredients," "Preparation," and "Serving"; [BOTTOM-LEFT] displays ingredient lists for seasonal produce; [BOTTOM-RIGHT] includes chef profiles with short bios.
8. 沙尘暴视觉效果 sandstorm-visual-effect.safetensors 宽: 1408, 高: 1600 [SANDSTORM-PSA] This two-part image showcases the transformation of a cyclist through a sandstorm visual effect; [TOP] the upper panel features a cyclist in vibrant gear pedaling steadily on a clear, open road with a serene sky in the background, highlighting focus and determination, [BOTTOM] the lower panel transforms the scene as the cyclist becomes enveloped in a fierce sandstorm, with sand particles swirling intensely around the bike and rider against a stormy, darkened backdrop, emphasizing chaos and power.
9. 烟火视觉效果 sparklers-visual-effect.safetensors 宽: 960, 高: 1088 [REAL-SPARKLERS-OVERLAYS] The two-part image vividly illustrates a woodland proposal transformed by sparkler overlays; [TOP] the first panel depicts a man kneeling on one knee with an engagement ring before his partner in a forest clearing at dusk, with warm, natural lighting, [BOTTOM] while the second panel introduces glowing sparklers that form a heart shape around the couple, amplifying the romance and joy of the moment.
10. 视觉识别设计 visual-identity-design.safetensors 宽: 1472,

高: 1024

The two-panel image showcases the joyful identity of a produce brand, with the left panel showing a smiling pineapple graphic and the brand name “Fresh Tropic” in a fun, casual font on a light aqua background; [LEFT] while the right panel translates the design onto a reusable shopping tote with the pineapple logo in black, held by a person in a market setting, emphasizing the brand’s approachable and eco-friendly vibe.

第三方模型及工作流

第三方开发者打造的工作流和模型(相关:能够将真实或卡通风格的衣物“穿”到真人身上的虚拟试衣工作流

项目名称 类型 支持的任务 示例
1. Comfyui_Object_Migration ComfyUI 节点 & 工作流 & LoRA 模型 服装迁移、卡通服装到现实服装等等
2. Flux Simple Try On - In Context Lora LoRA 模型& ComfyUI 工作流 虚拟试穿  
3. Flux In Context - visual identity Lora in Comfy ComfyUI 工作流 视觉识别转移
4. Workflows Flux In Context Lora For Product Design ComfyUI 工作流 产品设计、角色扮演等
5. Flux Product Design - In Context Lora LoRA 模型& ComfyUI工作流 产品设计
6. In Context lora + Character story generator + flux+ shichen ComfyUI 工作流 电影角色生成
7. In- Context-Lora|Cute 4koma 可爱四格漫画 LoRA模型 & ComfyUI工作流 漫画创作
8. Creative Effects & Design LoRA Pack (In-Context LORA) LoRA 模型 & ComfyUI 工作流 电影镜头生成及更多

以上所有模型加工作流都可以在网盘下载:https://www.123684.com/s/I1oZVv-zabGA 提取码:n6Lu

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