README.md

metadata

title: DETRPose
emoji: 🏃
colorFrom: purple
colorTo: yellow
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
short_description: Real-time multi-person pose estimation with DETRPose-L
python_version: '3.12'
startup_duration_timeout: 30m

DETRPose: Real-Time Multi-Person Pose Estimation

This Space demonstrates DETRPose-L, a real-time end-to-end transformer model for multi-person pose estimation. Upload an image and the model will detect all persons and overlay 17-keypoint COCO skeleton poses.

Model

• Paper: DETRPose: Real-Time End-to-End Multi-Person Pose Estimation via Modified Transformer Decoder and Novel Denoising Keypoints
• Weights: SebasJanampa/DETRPose_L_COCO
• GitHub: SebastianJanampa/DETRPose
• AP: 72.5 on COCO val2017 | Params: 32.8M | Latency: 9.50ms (V100, FP16, TensorRT)