Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Techniques | 7,795 | 5 days ago | 2 | apache-2.0 | ||||||
Techniques for deep learning with satellite & aerial imagery | ||||||||||
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 | 3 months ago | 10 | November 10, 2023 | 123 | mit | Python | ||
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data | ||||||||||
Ternausnetv2 | 500 | 4 years ago | 14 | bsd-3-clause | Jupyter Notebook | |||||
TernausNetV2: Fully Convolutional Network for Instance Segmentation | ||||||||||
Open Solution Mapping Challenge | 363 | 3 years ago | 53 | mit | Python | |||||
Open solution to the Mapping Challenge :earth_americas: | ||||||||||
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. | ||||||||||
Changeformer | 335 | 5 months ago | mit | Python | ||||||
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection | ||||||||||
Instancesegmentation_sentinel2 | 300 | a year ago | 1 | Jupyter Notebook | ||||||
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis | ||||||||||
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. |