Robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Robosat | 1,639 | 4 years ago | 45 | mit | Python | |||||
| Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds | ||||||||||
| Ternausnetv2 | 500 | 4 years ago | 14 | bsd-3-clause | Jupyter Notebook | |||||
| TernausNetV2: Fully Convolutional Network for Instance Segmentation | ||||||||||
| Satellite Segmentation | 392 | 6 years ago | 47 | Python | ||||||
| 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. | ||||||||||
| Keras Unet | 194 | 3 years ago | 7 | July 27, 2020 | 8 | mit | Python | |||
| Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks | ||||||||||
| 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. | ||||||||||
| Deep Unet For Satellite Image Segmentation | 155 | 5 years ago | 10 | Python | ||||||
| Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet | ||||||||||
| Kaggle_dstl_submission | 146 | 6 years ago | 3 | mit | Python | |||||
| Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge | ||||||||||
| Senseearth2020 Changedetection | 124 | 2 years ago | mit | Python | ||||||
| 1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime | ||||||||||
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