HeightAnyone is a framework built on top of the state-of-the-art depth estimation model, DepthAnyThingV2, and YOLOv9 for segmentation, designed for human height estimation, This framework does not require any information about the camera or scene parameters, except for at least one vertical known height in the video.
1. Install Requirements:
pip install -r requirements.txt
2. Download Models (around 1.3GB)
./download_models.sh
3. Follow along the steps in the pipeline notebook
- GPU with at least 3GB of VRAM