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GitHub / jdalrym2 / road_surface_classifier
Leverage machine learning to aid in the tagging of drivable ways (i.e. roads) in OpenStreetMap.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jdalrym2%2Froad_surface_classifier
Stars: 11
Forks: 1
Open Issues: 1
License: mit
Language: Jupyter Notebook
Repo Size: 69.9 MB
Dependencies:
83
Created: over 1 year ago
Updated: 11 months ago
Last pushed: 12 months ago
Last synced: 11 months ago
Files
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Readme
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Dependencies
requirements.txt
pypi
- gdal >=3.0.0
- jupyter *
- kornia *
- matplotlib *
- numpy *
- pandas *
- pylama *
- pytest *
- python >=3.9
- pytorch *
- pytorch-lightning *
- pytz *
- requests *
- scikit-image *
- scikit-learn *
- scipy *
- torchvision *
- tqdm *
- yapf *
docker/environment.yml
conda
- boto3
- cfitsio
- cgal
- charls
- cmake
- cryptopp
- curl
- expat
- freexl
- geos
- geotiff
- hdf4
- hdf5
- icu
- ipyleaflet
- ipympl
- jpeg
- json-c
- jupyter
- kealib
- kornia
- libiconv
- libkml
- libnetcdf
- libpng
- libpq
- librttopo
- libspatialite
- libtiff
- libwebp-base
- libxml2
- matplotlib
- numpy
- openjpeg
- openssl
- pandas
- pcre
- poppler
- postgresql
- proj
- psycopg2
- pylama
- pytables
- pytest
- python >=3.10
- pytorch
- pytorch-lightning
- pytz
- requests
- scikit-image
- scikit-learn
- scipy
- sqlalchemy
- sqlite
- swig
- torchvision
- tqdm
- voila >=0.3
- xerces-c
- xz
- yapf
- zstd
docker/Dockerfile
docker
- condaforge/mambaforge 4.12.0-0 build
- debian bullseye build