torchsat
Satellite imaging analyzer
A deep learning framework for analyzing satellite imagery
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
393 stars
20 watching
49 forks
Language: Python
last commit: about 4 years ago
Linked from 1 awesome list
classificationdata-augmentationdeep-learningpytorchremote-sensingsatellitesatellite-imagerysemantic-segmentationtorchvision
sacridini/awesome-geospatialRelated projects:
| Repository | Description | Stars |
|---|---|---|
 johntruckenbrodt/pyrosar | A framework for processing SAR satellite data from various sources | 512 |
 idegelis/torch-points3d-siamesekpconv | A deep learning framework for 3D point cloud analysis, specifically for change detection and segmentation tasks. | 31 |
 parulnith/satellite-imagery-analysis-with-python | Analyze satellite imagery to investigate environmental and humanitarian challenges | 49 |
 soumith/dcgan.torch | A PyTorch implementation of a deep generative model that can be used to generate images from a dataset. | 1,458 |
 ne7ermore/torch-light | A comprehensive PyTorch-based deep learning repository with examples and implementations of various models and techniques. | 535 |
 torch/cutorch | Provides a CUDA backend for the PyTorch deep learning framework | 336 |
 developmentseed/label-maker | Automatically annotates satellite images with OpenStreetMap data | 461 |
 dlr-eoc/ukis-pysat | Provides tools to access and process satellite data from various sources | 27 |
 swall0w/torchstat | An analyzer tool for neural networks built on PyTorch | 1,468 |
 mshiv/sat-seg | Develops semantic segmentation of satellite images using deep learning techniques | 10 |
 frontierdevelopmentlab/sat-extractor | Automates satellite image extraction and storage from public constellations at scale. | 75 |
 fedor-chervinskii/segnet-torch | An implementation of Segmentation Network architecture with deconvolutional network in PyTorch for image segmentation tasks. | 6 |
 vermeille/torchelie | A collection of utility functions and tools for building deep learning models with PyTorch | 111 |
 priyavrat-misra/xrays-and-gradcam | This project uses deep learning to analyze chest radiographs and diagnose COVID-19. | 49 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,217 |