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isarandi/nlf

A deep learning method published at NeurIPS 2024 that estimates 3D human pose and body shape from images or video using neural networks.

440 stars Python Computer VisionML Frameworks
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Neural Localizer Fields (NLF) provides models for continuous 3D human pose and shape estimation, enabling reconstruction of human body geometry from visual data. The project includes PyTorch and TensorFlow implementations with training code and pre-trained models for non-commercial research use, demonstrated in a demo notebook.

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