GitHub / IGNF / FLAIR-1
Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)
JSON API: https://data.code.gouv.fr/api/v1/hosts/GitHub/repositories/IGNF%2FFLAIR-1
Stars: 58
Forks: 18
Open issues: 3
License: apache-2.0
Language: Python
Size: 46.4 MB
Dependencies parsed at:
14
Created at: about 2 years ago
Updated at: 5 days ago
Pushed at: about 1 month ago
Last synced at: 3 days ago
Topics: deep-learning, earth-observation, pytorch, pytorch-lightning, remote-sensing
setup.py
pypi
- albumentations ==1.3.1
- geopandas >=0.10
- jsonargparse *
- matplotlib >=3.8.2
- omegaconf *
- pandas >=2.1.4
- pillow >=9.3.0
- pytorch-lightning ==2.1.1
- rasterio >=1.1.5
- scikit-image >=0.22.0
- segmentation-models-pytorch ==0.3.3
- tensorboard ==2.15.1
- torchmetrics ==1.2.0
- transformers >=4.41.2