| mapbox/robosat |
1,639 |
|
0 |
0 |
over 5 years ago |
0 |
|
45 |
mit |
Python |
| Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds |
| ternaus/TernausNetV2 |
500 |
|
0 |
0 |
almost 6 years ago |
0 |
|
14 |
bsd-3-clause |
Jupyter Notebook |
| TernausNetV2: Fully Convolutional Network for Instance Segmentation |
| AstarLight/Satellite-Segmentation |
392 |
|
0 |
0 |
about 8 years ago |
0 |
|
47 |
|
Python |
| sshuair/torchsat |
285 |
|
0 |
0 |
over 5 years ago |
4 |
April 20, 2018 |
3 |
mit |
Python |
| 🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch. |
| deepVector/geospatial-machine-learning |
196 |
|
0 |
0 |
almost 8 years ago |
0 |
|
0 |
mit |
|
| A curated list of resources focused on Machine Learning in Geospatial Data Science. |
| karolzak/keras-unet |
194 |
|
0 |
0 |
about 5 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 |
| biasvariancelabs/aitlas |
157 |
|
0 |
0 |
almost 3 years ago |
0 |
|
2 |
apache-2.0 |
Python |
| AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images. |
| reachsumit/deep-unet-for-satellite-image-segmentation |
155 |
|
0 |
0 |
over 6 years ago |
0 |
|
10 |
|
Python |
| Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet |
| ternaus/kaggle_dstl_submission |
146 |
|
0 |
0 |
almost 8 years ago |
0 |
|
3 |
mit |
Python |
| Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge |
| LiheYoung/SenseEarth2020-ChangeDetection |
124 |
|
0 |
0 |
over 4 years ago |
0 |
|
0 |
mit |
Python |
| 1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime |
