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The Top 18 Classification Satellite Imagery Open Source Projects

Open source projects categorized as Classification Satellite Imagery
Categories > Data Processing > Classification
Categories > Mapping > Satellite Imagery
Sits ⭐ 415
Satellite image time series in R
total releases 11most recent commit 4 months ago
Satellite Imagery Datasets Containing Ships ⭐ 325
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit 7 months 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
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
most recent commit 6 years 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
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 3 years ago
Urban Environments ⭐ 63
Code for constructing the urban environments dataset and for land use classification via convolutional neural networks
most recent commit 6 years ago
Deep Learning For Satellite Imagery ⭐ 48
Deep learning courses and projects
most recent commit 6 years ago
Xview2_solution ⭐ 39
2nd place solution for Xview2 challenge https://xview2.org/
most recent commit 4 years ago
Lightweight Temporal Attention Pytorch ⭐ 23
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
most recent commit 4 years ago
Satellite Crosswalk Classification ⭐ 16
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification
most recent commit 2 years ago
Complex Valued Cnn ⭐ 14
Complex-valued Convolutional Neural Networks
most recent commit 4 years ago
Image Classification ⭐ 14
Pre-trained VGG-Net Model for image classification using tensorflow
most recent commit 6 years ago
Snapilesentinel 2 ⭐ 10
Bu repoda ESA SNAP yazılımı ile temel Sentinel-2 görüntü işleme süreci özetlenecektir.
most recent commit a year ago
Satsense ⭐ 10
Satsense is a Python library for land use/cover classification using satellite imagery
most recent commit 4 years ago
Satelliteimageclassification ⭐ 9
Pixel based classification of satellite imagery - feature generation using Orfeo Toolbox, feature selection using Learning Vector Quantization, CLassification using Decision Tree, Neural Networks, Random Forests, KNN and Naive Bayes Classifier
most recent commit 7 years ago
Rs Datasetshub ⭐ 7
A hub hosting essential remote sensing datasets.
most recent commit 4 months ago
Floating Marine Debris Data ⭐ 6
This repository contains data from Sentinel-2 imagery on floating marine debris, with annotations for six debris classes, including plastic, driftwood, seaweed, pumice, sea snot, and sea foam.
most recent commit 9 months ago
The 2 Latest Releases In Classification Satellite Imagery Open Source Projects
Sits ⭐ 415
Satellite image time series in R
total releases 11latest release January 28, 2022most recent commit 4 months ago
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