README.md

OutfitChanger: Dress in any outfit you want.

PS : It is not currently possible to wear both bottoms and tops at same time.

For deploy the model on Google Colab :

• !git clone https://huggingface.co/spaces/altayavci/OutfitChanger/ (PS: if you want clone the repo from Github please use https://git-lfs.com)
• cd /content/OutfitChanger
• !pip install -q gradio
• !pip install -r requirements.txt
• !python3 app.py

CONFIGS:

Library	Version
ip-adapter	https://github.com/tencent-ailab/IP-Adapter
torch	2.1.0+cu121
numpy	1.23.5
diffusers	0.25.0
transformers	4.35.2
accelerate	0.25.0
scipy	1.11.4
safetensors	0.4.1
controlnet_aux	0.0.7
pillow	9.4.0
opencv-python	4.8.0
Gradio	4.13.0

• MODELS: IP-Adapter, SDv.15: SG161222/Realistic_Vision_V4.0_noVAE, mattmdjaga/segformer_b2_clothes, lllyasviel/control_v11p_sd15_openpose
• If you have a high resolution outfit image, it is recommended to set OPENAI_CONSISTENCY_VAE = ENABLE in the .env file.
• If you want to use SG161222/Realistic_Vision_V5.1_noVAE, it is recommended that you do not change the default vae.

• Django flask fastapi ile api yazıp docker kaldırılmalı
• İmg2txt’in verdiği cevaba göre seedler manipüle edilmeli
• Segmentasyon için sam ya da owlvit kullanılmalı
• Brush ile birnevi kullanıcıdan mask alınmalı
• Sd15 yerine SDXL kullanılmalı
• Referans kıyafetlerdeki sürekliliği artırmak için consistencydecoder kullanılabilir
• Eller ve ayaklara biraz daha focuslanılmalı