Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Raster Vision | 1,956 | 7 | 3 months ago | 11 | October 17, 2023 | 42 | other | Python | ||
An open source library and framework for deep learning on satellite and aerial imagery. | ||||||||||
Sits | 415 | 4 months ago | 11 | January 28, 2022 | 19 | gpl-2.0 | R | |||
Satellite image time series in R | ||||||||||
Torchsat | 285 | 4 years ago | 4 | April 20, 2018 | 3 | mit | Python | |||
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch. | ||||||||||
Geospatial Machine Learning | 196 | 6 years ago | mit | |||||||
A curated list of resources focused on Machine Learning in Geospatial Data Science. | ||||||||||
Aitlas | 157 | 9 months ago | 2 | apache-2.0 | Python | |||||
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images. | ||||||||||
Urban Environments | 63 | 6 years ago | 2 | Jupyter Notebook | ||||||
Code for constructing the urban environments dataset and for land use classification via convolutional neural networks | ||||||||||
Deep Learning For Satellite Imagery | 48 | 6 years ago | 4 | Jupyter Notebook | ||||||
Deep learning courses and projects | ||||||||||
Lightweight Temporal Attention Pytorch | 23 | 4 years ago | n,ull | mit | Python | |||||
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification | ||||||||||
Deep Neural Network With Keras Python Satellite Image Classification | 20 | 6 years ago | 1 | Jupyter Notebook | ||||||
Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification | ||||||||||
Deephypercnn | 19 | 7 years ago | 3 | mit | Matlab | |||||
Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks |