README.md

---
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](https://huggingface.co/papers/2506.13027)
- **Weights**: [SebasJanampa/DETRPose_L_COCO](https://huggingface.co/SebasJanampa/DETRPose_L_COCO)
- **GitHub**: [SebastianJanampa/DETRPose](https://github.com/SebastianJanampa/DETRPose)
- **AP**: 72.5 on COCO val2017 | **Params**: 32.8M | **Latency**: 9.50ms (V100, FP16, TensorRT)