Awesome Satellite Imagery Datasets Alternatives
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
| 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 | ||||||||||
| Torchgeo | 2,067 |  | 4 | a year ago | 10 | November 10, 2023 | 123 | mit | Python | |
| TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data | ||||||||||
| Ternausnetv2 | 500 | 5 years ago | 14 | bsd-3-clause | Jupyter Notebook | |||||
| TernausNetV2: Fully Convolutional Network for Instance Segmentation | ||||||||||
| Satellite Imagery Datasets Containing Ships | 426 | 4 months ago | mit | |||||||
| A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks. | ||||||||||
| Label Maker | 358 | 4 years ago | 18 | November 19, 2020 | 40 | mit | Python | |||
| Data Preparation for Satellite Machine Learning | ||||||||||
| Pythonfromspace | 298 | 7 years ago | 6 | bsd-3-clause | Jupyter Notebook | |||||
| Python Examples for Remote Sensing | ||||||||||
| Highres Net | 279 | 2 years ago | n,ull | other | Jupyter Notebook | |||||
| 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. | ||||||||||
| Geospatial Machine Learning | 196 | 7 years ago | mit | |||||||
| A curated list of resources focused on Machine Learning in Geospatial Data Science. | ||||||||||
| Skeyenet | 134 | 2 years ago | 10 | mit | Jupyter Notebook | |||||
| Road and Building Segmentation in Satellite Imagery | ||||||||||
| Utae Paps | 71 | 2 years ago | 4 | mit | Jupyter Notebook | |||||
| PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation. | ||||||||||
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