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FeatUp

Improve model feature resolution significantly without semantic loss

Product DescriptionFeatUp provides a framework that enhances model feature resolution up to 32 times without changing semantics. Utilizing pretrained upsamplers compatible with backbones such as DINO, CLIP, and ResNet50, it fits seamlessly into current workflows. FeatUp can be installed easily via pip or used in collaborative platforms like Colab. It also enables training an implicit upsampler for specific images. Explore detailed documentation and interactive demo on HuggingFace Spaces to leverage its capabilities.
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