🤩 We are thrilled to introduce KiseKloset, a virtual try-on experience and personalized outfit recommendations.
With KiseKloset, you can easily try on clothes virtually by uploading your photo and the desired shirt image, instantly visualizing how the outfit would look on you. After the try-on, we take a step further by providing similar items and complementary pieces that may align with your preferences. Additionally, you can describe your preferred style in just a few words, and our AI system will come up with suggestions in the blink of an eye.
We had accidentally deleted these links and couldn't find a way to recover them. You can try these steps to reproduce the download file (not verified):
- https://drive.google.com/uc?id=1qRP24WngO52MlxXVHOVzhXHql9GlsaUg, which includes 4 models:
- outfit_transformer.pt : here
- clip_ft.pt, combiner.pt: here
- clip.ft: You can remove this model in the code, just use clip.load("RN50x4", jit=False) instead in this line
- https://drive.google.com/uc?id=1pNIbQcflAlyUAYypASSy7UfevI4sFcMC: You can download the original dataset here and move all images into a single folder "images". In our version, we also remove some invalid images (no metadata, etc), but that should not affect so much.
Clone this repo.
git clone https://github.com/KiseKloset/KiseKloset.git
cd KiseKloset
Install with conda (we provide script install.sh)
conda create -n kisekloset python=3.10
conda activate kisekloset
bash install.sh
Create an .env file and config the necessary environment variables (as in .env.example). Then run:
python src/main.py
Note: The first run may take a long time because of downloading the models.
- Support Docker
- Support Webcam Try-on
- Responsive UI