A lightweight AI-driven try-on web app that visualizes an AI character donning your dream outfit. Upload, segment, render, all is seamless and effortless.

From top to bottom

• Clear image
• Drawer
• SAM point-segmenter with interactive functionality (left pos right neg)
• Rect-drawer for local area correction
• Undo
• Eraser
• Expand
• Download
• Send to render

Follow this Colab example, or run on Colab. Need to register a ngrok account and copy your token to replace "{your_token}".

• Install the dependencies (if needed)

pip install -r requirements.txt

• Download models of SAM, LDM, ControlNet, and LoRA.

You may download models from civitai or

./script/download.sh

or

. script/download.sh

where the model I downloaded from official sites and distributors on civitai. Thanks to them.

• Launch backend

python run_app.py

• Go to Browser

http:https://127.0.0.1:8001

• At least 12G GPU memory is required

• CodeFormer
• Memory optimization
• ...