Sapiens
Collection
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
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Sapiens is a family of vision transformers pretrained on 300 million human images at 1024 x 1024 image resolution. The pretrained models, when finetuned for human-centric vision tasks, generalize to in-the-wild conditions. Sapiens-2B natively support 1K high-resolution inference. The resulting models exhibit remarkable generalization to in-the-wild data, even when labeled data is scarce or entirely synthetic.
Pretrained 2B model can be used for feature extraction, fine-tuning, or as a starting point for training new models.