existE-commerceIndustry, the visual effect of product display on sales can not be ignored, especially the model display link.
With the rapid development of AI technology, e-commerce sellers can easily solve this problem through AI painting technology. In this article, we will introduce how to utilize the openpose and local repainting functions in WebUI, combined with theComfyUIand the latestVirtual DressupBig models, fast and efficient customization of e-commerce model images, you can see some results first.
comparison effect
First, the pain points of traditional e-commerce shooting
It's hard to find models.:
- Professional modeling is expensive, the shooting cycle is long, and the modeling style is difficult to fully meet all product needs.
Cumbersome post-processing:
- Photography post PS is a lot of work and it takes a lot of time to adjust model poses, backgrounds or details.
high cost:
- The cost of a complete shoot, including modeling fees, photographer, location, etc., is often prohibitive for small e-commerce businesses.
Second, what has changed with the advent of AI painting technology?
More efficient image generation:
- With the help of AI technology, realistic model images can be quickly generated from existing images, greatly saving time and effort.
Flexibility to customize the model's image:
- No longer limited to a single model style, AI is able to customize models with different styles and poses according to different product needs.
Significant cost reductions:
- Model images are generated through AI technology, eliminating the need for high shoot and post costs.
Third, the use of WebUI in the openpose and local redraw quickly generate model images
Prompt word
High quality,masterpiece,rich details,realistic photography,8k,high-definition image quality,cute baby girl,fashion runway,stylish outfit. preparing to walk,indoor setting,elegant stage lighting,focused expression,fashionable attire,runway background,model pose,soft shadows, glossy floor,high fashion show, spotlight. glossy floor,high fashion show,spotlight...,...
High quality, masterpiece, rich details, realistic photography, 8k, high-definition image quality, cute baby girl, fashion runway, wearing stylish outfit, preparing to walk, front-facing, looking forward, indoor setting, soft stage lighting, confident expression, elegant backdrop, model pose, fashion show atmosphere, glossy floor, spotlights fashion show atmosphere, glossy floor, spotlights
Openpose controls model posesOpenpose is an AI tool that can easily generate images of models with different poses based on a user-supplied skeletal map. You can draw your own skeleton pose maps through the openpose plugin in WebUI to precisely control the model's pose.
workflow:
Importing or drawing skeletal poses in WebUI, if the WebUI you are currently using doesn't have it, you can download it from the following website: openposeEdit: https://github.com/huchenlei/sd-webui-openpose-editor
This is the entire 3D skeletal model that controls the model's posture in three-dimensional space
If you get this kind of error in the middle, you can reload it or change the models
However, after actual testing, this approach may only be better for adults, for children or pets, this approach is not very applicable, the middle will need to have some debugging, increasing the cost of time, and ultimately did not reflect the AI technology to improve efficiency!
Finally, this bone map is placed on the clothes for relative adaptation
IV. Combining ComfyUI with virtual dress-up large models
1. Advantages of ComfyUIComfyUI is a powerful AI image processing tool that seamlessly integrates with the latest virtual dress-up large models to provide a smarter image processing experience. By automatically recognizing the model's clothing or other elements, the system can automatically generate a mask, and users can perform local repainting for the masked area to complete the customization or replacement of clothing.
- Masked automatic identification reduces the tediousness of manual operation and greatly improves efficiency.
- You can change the model's clothing through repainting to adapt to the needs of different seasons and styles of product display.
- Import existing model images into ComfyUI.
- Automatically recognizes the model's clothing and generates a mask using a virtual dress-up large model.
- Partial redrawing of the masked area, such as changing clothing styles, adjusting colors or materials.
Can be through the mask repainting or virtual dress model for a processing, the main process
Among them, Catvton from Sun Yat-sen University supports better on simple pins
Which ComfyUI nodes and large models respectively need to be installed locally in the location: /root/ComfyUI/custom_nodes/ComfyUI_CatVTON_Wrapper, /root/ComfyUI/models/CatVTON, this kind of is the need for a certain technological threshold and the threshold of the equipment
dominance:
- No need to rely on live models anymore, you can freely create various poses.
- Flexibility to adjust the model's posture so that each image matches the product's needs.
Fifth, how can AI technology help the future of e-commerce visual marketing?
Customized Marketing:
- E-commerce sellers can use AI technology to quickly generate images of models in many different styles and poses to meet the aesthetic needs of different consumers.
Improve the efficiency of product display:
- Batch generation of model display images that match the brand's tone not only speeds up product uptake, but also improves visual consistency.
reduce costs:
- Both small sellers and big brands can save on shooting and post-processing costs with AI technology, and put more budget into marketing and promotion.
Conclusion
AI painting technology has brought disruptive changes to the e-commerce industry, especially in model customization and product display, significantly improving efficiency and reducing costs.
Through the openpose and local repainting functions in WebUI, combined with ComfyUI and the virtual dress-up big model, e-commerce sellers can now easily realize the batch customization of model images, breaking the limitations of traditional shooting. With the continuous development of technology, e-commerce visual marketing will usher in more possibilities in the future.