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1. 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 156

2. 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 4.7k 441

3. UX-Decoder/FIND UX-Decoder/FIND Public

   [NeurIPS 2024] Official implementation of the paper "Interfacing Foundation Models' Embeddings"

   Python 125 6

4. m3-spatial m3-spatial Public

   [ICLR 2025] Official Implementation of M3: 3D-Spatial Multimodal Memory

   Python 168 5

5. microsoft/SoM microsoft/SoM Public

   [arXiv 2023] Set-of-Mark Prompting for GPT-4V and LMMs

   Python 1.4k 111

6. 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 2.7k 140