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The Top 23 Python Deep Learning Remote Sensing Open Source Projects

Open source projects categorized as Python Deep Learning Remote Sensing
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Remote Sensing
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 12 days ago
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101most recent commit 3 months agopypi sahi} Downloads
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10most recent commit 3 months agopypi torchgeo} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11most recent commit 3 months agopypi rastervision-pipeline} Downloads
Gghl ⭐ 584
This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)
most recent commit a year ago
Changedetectionrepository ⭐ 434
This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.
most recent commit 2 years ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18most recent commit 3 years ago
Change Detection Review ⭐ 352
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
most recent commit 3 years ago
Changeformer ⭐ 335
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
most recent commit 4 months ago
Remote Sensing Rvsa ⭐ 331
The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"
most recent commit 4 months ago
Paddlers ⭐ 303
Awesome Remote Sensing Toolkit based on PaddlePaddle.
most recent commit 5 months ago
Eye In The Sky ⭐ 248
Satellite Image Classification using semantic segmentation methods in deep learning
most recent commit 2 years ago
Rppg ⭐ 185
Benchmark Framework for fair evaluation of rPPG
most recent commit 5 months ago
Delta ⭐ 169
Deep Learning for Satellite Imagery
most recent commit 2 years ago
Samrs ⭐ 167
The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"
most recent commit 4 months ago
Aitlas ⭐ 157
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
most recent commit 9 months ago
Geo Deep Learning ⭐ 143
Deep learning applied to georeferenced datasets
most recent commit 3 months ago
Satellite_imagery_analysis ⭐ 123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
most recent commit 2 years ago
Farseg ⭐ 114
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf
most recent commit 7 months ago
Iris ⭐ 105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
most recent commit 4 months ago
Freenet ⭐ 99
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
most recent commit 6 months ago
Pytorch Psetae ⭐ 98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
most recent commit 2 years ago
Changestar ⭐ 96
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
most recent commit 2 years ago
The 3 Most Depended On Python Deep Learning Remote Sensing Open Source Projects
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 3 months agopypi rastervision-pipeline} Downloads
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10latest release November 10, 2023most recent commit 3 months agopypi torchgeo} Downloads
The 7 Latest Releases In Python Deep Learning Remote Sensing Open Source Projects
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10latest release November 10, 2023most recent commit 3 months agopypi torchgeo} Downloads
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 3 months agopypi rastervision-pipeline} Downloads
Orthoseg ⭐ 18
OrthoSeg makes it easy to train neural networks to segment orthophotos.
total releases 50latest release July 27, 2023most recent commit 4 months ago
Changeos ⭐ 23
ChangeOS - Remote Sensing of Environment
total releases 2latest release December 21, 2021most recent commit 2 years ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18latest release November 19, 2020most recent commit 3 years ago
Hugin ⭐ 10
Making Deep Learning for Earth Observation more easy
total releases 7latest release December 17, 2019most recent commit a year ago
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