Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Awesome Satellite Imagery Datasets | 3,381 | 2 years ago | mit | |||||||
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning | ||||||||||
Sahi | 3,340 | 12 | 3 months ago | 101 | November 05, 2023 | 11 | mit | Python | ||
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots | ||||||||||
Torchgeo | 2,067 | 4 | 3 months ago | 10 | November 10, 2023 | 123 | mit | Python | ||
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data | ||||||||||
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. | ||||||||||
Label Maker | 358 | 3 years ago | 18 | November 19, 2020 | 40 | mit | Python | |||
Data Preparation for Satellite Machine Learning | ||||||||||
Satellite Imagery Datasets Containing Ships | 340 | a month ago | mit | |||||||
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks. | ||||||||||
Pythonfromspace | 298 | 6 years ago | 6 | bsd-3-clause | Jupyter Notebook | |||||
Python Examples for Remote Sensing | ||||||||||
Eye In The Sky | 248 | 2 years ago | 6 | apache-2.0 | Python | |||||
Satellite Image Classification using semantic segmentation methods in deep learning | ||||||||||
Geospatial Machine Learning | 196 | 6 years ago | mit | |||||||
A curated list of resources focused on Machine Learning in Geospatial Data Science. | ||||||||||
Farseg | 114 | 7 months ago | 1 | apache-2.0 | Python | |||||
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf |