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1. microsoft/FocalNet microsoft/FocalNet Public

   [NeurIPS 2022] Official code for "Focal Modulation Networks"

   Python 721 62

2. microsoft/X-Decoder microsoft/X-Decoder Public

   [CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language

   Python 1.3k 145

3. UX-Decoder/Segment-Everything-Everywhere-All-At-Once UX-Decoder/Segment-Everything-Everywhere-All-At-Once Public

   [NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

   Python 4.5k 420

4. UX-Decoder/Semantic-SAM UX-Decoder/Semantic-SAM Public

   [ECCV 2024] Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"

   Python 2.5k 127

5. microsoft/SoM microsoft/SoM Public

   Set-of-Mark Prompting for GPT-4V and LMMs

   Python 1.3k 103

6. microsoft/Magma microsoft/Magma Public

   [CVPR 2025] Magma: A Foundation Model for Multimodal AI Agents

   Python 1.1k 77