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GitHub / microsoft / torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftorchgeo
Stars: 2,232
Forks: 287
Open Issues: 130
License: mit
Language: Python
Repo Size: 129 MB
Dependencies:
76
Created: almost 3 years ago
Updated: 10 days ago
Last pushed: 11 days ago
Last synced: 11 days ago
Commit Stats
Commits: 1906
Authors: 66
Mean commits per author: 28.88
Development Distribution Score: 0.569
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/microsoft/torchgeo
Topics: computer-vision, datasets, deep-learning, earth-observation, geospatial, models, pytorch, remote-sensing, satellite-imagery, torchvision, transforms
Files
Dependencies
- actions/labeler v4.3.0 composite
- actions/cache v3.3.2 composite
- actions/checkout v4.0.0 composite
- actions/setup-python v4.7.0 composite
- actions/cache v3.3.2 composite
- actions/checkout v4.0.0 composite
- actions/setup-python v4.7.0 composite
- actions/cache v3.3.2 composite
- actions/checkout v4.0.0 composite
- actions/setup-python v4.7.0 composite
- codecov/codecov-action v3.1.4 composite
- pyvista/setup-headless-display-action v2 composite
- actions/cache v3.3.2 composite
- actions/checkout v4.0.0 composite
- actions/setup-python v4.7.0 composite
- einops >=0.3
- fiona >=1.8.19
- kornia >=0.6.9
- lightly >=1.4.4
- lightning >=1.8
- matplotlib >=3.3.3
- numpy >=1.19.3
- pillow >=8
- pyproj >=3
- rasterio >=1.2
- rtree >=1
- segmentation-models-pytorch >=0.2
- shapely >=1.7.1
- timm >=0.4.12
- torch >=1.12
- torchmetrics >=0.10
- torchvision >=0.13
- h5py ==3.9.0
- laspy ==2.5.1
- opencv-python ==4.8.0.76
- pandas ==2.1.1
- pycocotools ==2.0.7
- pyvista ==0.42.2
- radiant-mlhub ==0.4.1
- rarfile ==4.1
- scikit-image ==0.21.0
- scipy ==1.11.2
- zipfile-deflate64 ==0.2.0
- ipywidgets ==8.1.1
- nbsphinx ==0.9.3
- sphinx ==5.3.0
- einops ==0.6.1
- fiona ==1.9.4.post1
- kornia ==0.7.0
- lightly ==1.4.19
- lightning ==2.0.9
- matplotlib ==3.8.0
- numpy ==1.26.0
- pillow ==10.0.1
- pyproj ==3.6.1
- rasterio ==1.3.8
- rtree ==1.0.1
- segmentation-models-pytorch ==0.3.3
- setuptools ==68.2.0
- shapely ==2.0.1
- timm ==0.9.2
- torch ==2.0.1
- torchmetrics ==1.2.0
- torchvision ==0.15.2
- black ==23.9.1
- flake8 ==6.1.0
- isort ==5.12.0
- pydocstyle ==6.3.0
- pyupgrade ==3.12.0
- hydra-core ==1.3.2 test
- mypy ==1.5.1 test
- nbmake ==1.4.3 test
- omegaconf ==2.3.0 test
- pytest ==7.4.2 test
- pytest-cov ==4.1.0 test
- tensorboard ==2.14.0 test