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1. microsoft/FocalNetmicrosoft/FocalNetPublic

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

   Python 726 62

2. microsoft/X-Decodermicrosoft/X-DecoderPublic

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

   Python 1.3k 149

3. UX-Decoder/Segment-Everything-Everywhere-All-At-OnceUX-Decoder/Segment-Everything-Everywhere-All-At-OncePublic

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

   Python 4.6k 425

4. UX-Decoder/Semantic-SAMUX-Decoder/Semantic-SAMPublic

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

   Python 2.6k 130

5. microsoft/SoMmicrosoft/SoMPublic

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

   Python 1.4k 104

6. microsoft/Magmamicrosoft/MagmaPublic

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

   Python 1.6k 102