TransPose is a human pose estimation model based on a CNN feature extractor, a Transformer Encoder, and a prediction head. Given an image, the attention layers built in Transformer can efficiently capture long-range spatial relationships between keypoints and explain what dependencies the predicted keypoints locations highly rely on.

Features

  • Try out the Web Demo
  • Documentation available
  • Load TransPose-R-A4 or TransPose-H-A4 models with pretrained weights
  • Traing & Testing available
  • Examples available

Project Samples

Project Activity

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License

MIT License

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TransPose Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Localization (L10N) Software, Python Data Visualization Software

Registered

2024-07-12