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Awesome Geospatial
Long list of geospatial tools and resources
sacridini/Awesome-Geospatial
#awesome
#awesome-list
#data-analysis
#deep-learning
#earth-observation
#geoprocessing
#geospatial
#geospatial-analysis
#geotools
#gis
#machine-learning
#map
#remote-sensing
#spatial-analysis
#spatial-data
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satellite-image-deep-learning/techniques
Techniques for deep learning with satellite & aerial imagery
AI dev
- Updated
- 2026-10-10
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- 1 list mention
- First commit
- 2018-04-16
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- Apache-2.0
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- 0 open
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- 1,645
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- 1,499 commits
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open-mmlab/mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
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- 2024-08-13
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- 1 list mention
- First commit
- 2020-06-14
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- Apache-2.0
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- 870 open
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torchgeo/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
AI dev
GitHub topics
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- 2026-10-14
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- 2 list mentions
- First commit
- 2021-05-11
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- MIT
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- 214 open
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- 599
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- 3,465 commits
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opengeos/geoai
GeoAI: Artificial Intelligence for Geospatial Data
GitHub topics
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- 2026-10-12
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- 2023-08-11
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- MIT
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azavea/raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
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- 2026-06-04
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- 3 list mentions
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- 2017-02-02
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- Apache-2.0
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ayoolaolafenwa/PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
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- 2023-10-06
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- 2020-04-12
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ansleliu/LightNet
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
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- 2020-02-23
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- 1 list mention
- First commit
- 2018-03-17
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- MIT
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- 14 open
725
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- 174
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- 58 commits
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ternaus/TernausNetV2
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Stack
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- 2020-05-23
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- 1 list mention
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- 2018-06-02
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- BSD-3-Clause
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walktree/libtorch-yolov3
A Libtorch implementation of the YOLO v3 object detection algorithm
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- 2020-10-16
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- 2018-11-28
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- Unknown
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sshuair/torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
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- 2020-08-30
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- 1 list mention
- First commit
- 2019-03-28
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- MIT
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- 6 open
397
stars
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- 48
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- 110 commits
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TorchSpatiotemporal/tsl
tsl: a PyTorch library for processing spatiotemporal data.
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- 2026-09-25
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- 2022-03-15
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- MIT
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388
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