{"library":"torchgeo","type":"library","category":null,"description":"TorchGeo is a Python library providing datasets, samplers, transforms, and pre-trained models specifically designed for geospatial data within the PyTorch ecosystem. It aims to simplify the development of deep learning models for Earth observation and remote sensing tasks. Currently at version 0.9.0, TorchGeo maintains an active development pace with frequent releases, typically every 2-3 months, to incorporate new features and datasets.","language":"python","status":"active","version":"0.9.0","tags":["geospatial","pytorch","deep-learning","earth-observation","satellite-imagery","computer-vision","remote-sensing"],"last_verified":"Mon May 25","install":[{"cmd":"pip install torchgeo","imports":["from torchgeo.datasets import EuroSAT","from torchgeo.datasets import RasterDataset","from torchgeo.samplers import RandomGeoSampler","from torchgeo.transforms import AugmentationSequential","from torchgeo.models import ResNet18_Weights"]},{"cmd":"pip install 'torchgeo[all]'","imports":[]}],"homepage":"https://torchgeo.org","github":"https://github.com/torchgeo/torchgeo","docs":"https://torchgeo.readthedocs.io","changelog":null,"pypi":"https://pypi.org/project/torchgeo/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":15,"avg_install_s":93,"avg_import_s":null,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/torchgeo/compatibility"}}