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1. open-mmlab/mmsegmentation open-mmlab/mmsegmentation Public

   OpenMMLab Semantic Segmentation Toolbox and Benchmark.

   Python 9.7k 2.8k

2. open-mmlab/mmyolo open-mmlab/mmyolo Public

   OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

   Python 3.4k 627

3. torchgeo/torchgeo torchgeo/torchgeo Public

   TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

   Python 4k 532

4. InstructSAM InstructSAM Public

   InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition (NeurIPS 2025)

   Python 107 12

5. beluga-seeker beluga-seeker Public

   A repo for annotating and detecting beluga whales from satellite imagery.

   Jupyter Notebook 6

6. hfangcat/Awesome-Geospatial-Embeddings hfangcat/Awesome-Geospatial-Embeddings Public

   A curated list of papers that focus on how to represent Earth data in embedding space — spatial, temporal, or semantic — and how those embeddings behave or are applied.

   76 5