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GitHub / adelabbs / XAI4EO
Towards Explainable AI4EO: an explainable DL approach for crop type mapping using SITS
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adelabbs%2FXAI4EO
Stars: 2
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 2.7 MB
Dependencies:
29
Created: about 1 year ago
Updated: 7 months ago
Last pushed: 11 months ago
Last synced: 4 months ago
Commit Stats
Commits: 5
Authors: 2
Mean commits per author: 2.5
Development Distribution Score: 0.4
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/adelabbs/XAI4EO
Topics: ai4eo, crop-type-mapping, dtw, sentinel-2, transformers
Files
Dependencies
- POT ==0.7.0
- boto3 ==1.17.87
- cython ==0.29.23
- dtaidistance ==2.3.10
- einops ==0.6.0
- geopandas ==0.9.0
- mahotas ==1.4.11
- numpy ==1.23.4
- opencv-python ==4.5.2.52
- python-dateutil ==2.8.1
- pyyaml ==5.4.1
- rasterio ==1.2.4
- requests ==2.25.1
- scienceplots ==2.0.1
- scikit-learn ==0.24.2
- scipy ==1.8.0
- seaborn ==0.12.2
- sentinelhub ==3.3.0
- shapely ==1.7.1
- tabulate ==0.8.9
- tensorboard *
- torch ==1.13.0
- torch-tb-profiler *
- torchmetrics *
- torchsummary *
- torchviz *
- tqdm ==4.61.0
- tslearn ==0.5.2
- zarr ==2.8.3