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GitHub / DimitrisMantas / RoofSense
A novel, deep-learning software solution for the automatic roofing material classification of the Dutch building stock using state-of-the art deep learning and data fusion techniques.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DimitrisMantas%2FRoofSense
Stars: 0
Forks: 0
Open Issues: 1
License: cc-by-4.0
Language: Jupyter Notebook
Repo Size: 49.5 MB
Dependencies:
20
Created: 5 months ago
Updated: 13 days ago
Last pushed: 4 days ago
Last synced: 3 days ago
Commit Stats
Commits: 32
Authors: 1
Mean commits per author: 32.0
Development Distribution Score: 0.0
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/DimitrisMantas/RoofSense
Topics: airborne-laser-scanning, cnn, cnn-classification, convolutional-neural-networks, data-fusion, deep-learning, lidar, multilabel-classification, orthoimagery, orthophotos, roofing-materials
Files
Dependencies
- cjio *
- geopandas *
- kornia *
- laspy *
- lightning *
- matplotlib *
- numpy *
- polars *
- python-dotenv *
- rasterio *
- requests *
- scikit-learn *
- scipy *
- shapely *
- torch *
- torchgeo *
- torchmetrics *
- tqdm *
- typing_extensions *
- urllib3 *