torchgeo

GeoML Library

Provides tools and pre-trained models for working with geospatial data in machine learning applications

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

GitHub

3k stars
53 watching
370 forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists

computer-visiondatasetsdeep-learningearth-observationgeospatialmodelspytorchremote-sensingsatellite-imagerytorchvisiontransforms

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
pytorch/audioA PyTorch module providing tools and functions for audio signal processing2,561
pytorch/torchtitanA native PyTorch library for training large language models using distributed parallelism and optimization techniques.2,765
gee-community/geemapProvides interactive geospatial analysis and visualization tools using Google Earth Engine3,515
torchspatiotemporal/tslA comprehensive library for processing spatiotemporal data with PyTorch281
vermeille/torchelieA collection of utility functions and tools for building deep learning models with PyTorch111
opengeos/segment-geospatialThis package provides an interface to segment geospatial data using the Segment Anything Model (SAM)3,099
sshuair/torchsatA deep learning framework for analyzing satellite imagery393
pytorch/torchtuneA PyTorch library for easily authoring and experimenting with large language models4,479
ahmedfgad/torchgaTrains PyTorch models using a genetic algorithm96
pytorchbearer/torchbearerA PyTorch model fitting library designed to simplify the process of training deep learning models.636
soumith/dcgan.torchA PyTorch implementation of a deep generative model that can be used to generate images from a dataset.1,466
donnyyou/torchcvA comprehensive PyTorch-based framework for computer vision tasks2,249
opengeos/geospatialA package manager for geospatial analysis and visualization tools364
opengeos/leafmapA Python package that provides interactive mapping and geospatial analysis capabilities with minimal coding in a Jupyter environment.3,234
mmann1123/pygisAn online textbook providing core geospatial functionality in Python, covering topics such as data handling, remote sensing, and machine learning.174