Hey everyone! I’m working on an e-commerce project and need some help with AI-generated images. Does anyone know how to set up a ComfyUI workflow that can create consistent models for custom clothing poses? I’m trying to showcase different outfits in specific positions, but I’m having trouble getting reliable results. Any tips on how to make the AI generate stable and repeatable poses for various clothing items would be super helpful. Thanks in advance for any advice you can share!
Hey Daisy_Whimsical! That’s a really intriguing project you’re working on. Have you tried experimenting with ControlNet in your ComfyUI workflow? It can be a game-changer for getting consistent poses.
What kind of specific poses are you aiming for? I’m curious about the style you’re going for - like, are we talking casual everyday wear or more high-fashion editorial type stuff?
Have you had any luck with using existing pose libraries or reference images to guide the AI? Sometimes that can help a lot with consistency.
Also, I wonder if fine-tuning a model on your specific clothing types might help? It could potentially learn the nuances of how different fabrics drape and fit.
What’s been your biggest challenge so far in getting the poses right? I’d love to hear more about what you’ve tried already!
I’ve tackled similar challenges in e-commerce image generation. One effective approach is to create a custom dataset of pose reference images specific to your clothing items. Carefully curate and label these images, then use them to train a ControlNet model. This allows for more precise control over pose generation.
Another key is to implement a robust prompt engineering system. Develop a standardized set of descriptors for poses, garment types, and styles. Consistently using these in your prompts can significantly improve reproducibility.
For stability, consider implementing a post-processing step. Use computer vision algorithms to analyze and adjust the generated images, ensuring they meet your specific pose requirements. This extra layer of refinement can greatly enhance consistency across multiple generations.
hey daisy! have u tried using pose reference images? That can realy help with consistency. maybe create a custom dataset of poses for ur specific clothing items. Also, fine-tuning the model on ur particular style might improve results. what kinda outfits r u showcasing? Casual or formal? That could affect the approach. Good luck with ur project!