Update README: GPU/CPU auto-detection support

Fix: auto-detect device for GPU/CPU fallback

Fix: pin numpy<2 for xtcocotools binary compatibility

Fix mmcv/mmdet compatibility: downgrade to PyTorch 2.1.0 + mmcv 2.1.0

Fix: update Gradio to 5.10.0 in both README.md and requirements.txt

Fix: update sdk_version to 5.6.0 in README.md

Fix: use Gradio 5.x with pydantic 2.10.6 for JSON schema fix

Fix: pin pydantic==2.10.6 to avoid JSON schema bug

Fix: pin gradio==4.31.0 and gradio-client==0.16.4 to avoid JSON schema bug

Fix: pin huggingface_hub<1.0.0 to avoid HfFolder removal

Fix: use Gradio 5.x to avoid HfFolder deprecation issue

Remove type hints to fix Gradio schema error

Pin Gradio to 4.31.0 for stability

Fix Gradio compatibility: use mmengine>=0.10.0, suppress pip output

Fix HfFolder import error: pin huggingface_hub<0.24

Fix chumpy build error: install mmpose at runtime with --no-deps

Fix mmcv version: 2.1.0 -> 2.2.0 (available wheel)

Fix build: use pre-built mmcv wheel from OpenMMLab

Fix build: use local anime_face_detector module with OpenMMLab 2.x

Add Zero GPU Gradio app for anime face detection

initial commit