Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Deep Learning Satellite Imagery Open Source Projects

Open source projects categorized as Deep Learning Satellite Imagery
Categories > Machine Learning > Deep Learning
Categories > Mapping > Satellite Imagery
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 17 days ago
Awesome Satellite Imagery Datasets ⭐ 3,381
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 2 years ago
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
Ternausnetv2 ⭐ 500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
most recent commit 4 years ago
Open Solution Mapping Challenge ⭐ 363
Open solution to the Mapping Challenge 🌎
most recent commit 3 years ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18most recent commit 3 years ago
Satellite Imagery Datasets Containing Ships ⭐ 340
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit a month ago
Changeformer ⭐ 335
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
most recent commit 4 months ago
Instancesegmentation_sentinel2 ⭐ 300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
most recent commit a year ago
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 4 years ago
Highres Net ⭐ 269
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.
most recent commit 2 years ago
Awesome_satellite_benchmark_datasets ⭐ 231
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
most recent commit 6 months ago
Remote Sensing Deep Learning ⭐ 222
most recent commit 3 years ago
Worldstrat ⭐ 197
The WorldStrat Dataset
most recent commit 5 months ago
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
most recent commit 6 years ago
Keras Unet ⭐ 194
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
total releases 7most recent commit 3 years ago
Delta ⭐ 169
Deep Learning for Satellite Imagery
most recent commit 2 years ago
Callisto Dataset Collection ⭐ 142
A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.
most recent commit 5 months ago
Spacenet_building_detection ⭐ 140
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
most recent commit 10 months ago
Danesfield ⭐ 136
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
most recent commit 7 months ago
Skeyenet ⭐ 126
Road and Building Segmentation in Satellite Imagery
most recent commit a year 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
Iris ⭐ 105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
most recent commit 5 months ago
The 7 Latest Releases In Deep Learning Satellite Imagery 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
Geetiles ⭐ 29
download Google Earth Engine datasets to tiles as geotiff arrays
total releases 6latest release August 16, 2023most recent commit 8 months ago
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
Building Footprint Segmentation ⭐ 86
Building footprint segmentation from satellite and aerial imagery
total releases 6latest release September 30, 2022most recent commit 8 months ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18latest release November 19, 2020most recent commit 3 years ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.