Eye In The Sky
Satellite Image Classification using semantic segmentation methods in deep learning
| 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. | ||||||||||
| 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. | ||||||||||
| 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. | ||||||||||
| 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 | ||||||||||
| Spacenet_building_detection | 140 | 10 months ago | 1 | mit | Jupyter Notebook | |||||
| Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries. | ||||||||||
| Senseearth2020 Changedetection | 124 | 2 years ago | mit | Python | ||||||
| 1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime | ||||||||||
| Building Footprint Segmentation | 86 | 8 months ago | 6 | September 30, 2022 | 2 | apache-2.0 | Python | |||
| Building footprint segmentation from satellite and aerial imagery | ||||||||||
| Deepsatellitedata | 39 | 7 years ago | ||||||||
| List of labelled remote sensing datasets for use in deep learning. | ||||||||||
| Basiss | 12 | 6 years ago | 1 | Python | ||||||
| Broad Area Satellite Imagery Semantic Segmentation | ||||||||||
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Python
Deep Learning
Machine Learning
Tensorflow
Artificial Intelligence
Validation
Computer Vision
Keras
Rgb
Satellite
Semantic Segmentation
Unet
Remote Sensing