spacenet-three
Space Net Three Competition code
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Download Latest Version (.zip)- Dockerfile
- Dockerfile2
- cnn_inference_env.sh
- create_8bit_test_images.py
- create_binary_masks.py
- download.sh
- env.sh
- install-dependencies.sh
- experiments-checkpoint.ipynb
- pipeline_experiments-checkpoint.ipynb
- play_w_stuff-checkpoint.ipynb
- readme.md-checkpoint.ipynb
- DilatedResnet.cpython-35.pyc
- InceptionResnetv2.cpython-35.pyc
- LinkNet.cpython-35.pyc
- Loss.cpython-35.pyc
- LossSemSeg.cpython-35.pyc
- MaskUtils.cpython-35.pyc
- presets.cpython-35.pyc
- ResNeXt.cpython-35.pyc
- SatellitesAugs.cpython-35.pyc
- SatellitesDataset.cpython-35.pyc
- sknw.cpython-35.pyc
- TbLogger.cpython-35.pyc
- UNet.cpython-35.pyc
- resnext101_32x4d_features.cpython-35.pyc
- resnext101_64x4d_features.cpython-35.pyc
- resnext101_32x4d_features.py
- resnext101_64x4d_features.py
- bit8_test.csv
- create_8bit_test_images.py
- DilatedResnet.py
- experiments.ipynb
- final_model_lstrs.py
- geojson_df.csv
- geojson_df_full.csv
- InceptionResnetv2.py
- LinkNet.py
- Loss.py
- LRScheduler.py
- MaskUtils.py
- new_masks.csv
- new_masks_layered.csv
- pipeline_experiments.ipynb
- play_w_stuff.ipynb
- presets.py
- readme.md.ipynb
- ResNeXt.py
- SatellitesAugs.py
- SatellitesDataset.py
- script.sh
- sknw.py
- TbLogger.py
- test.jpg
- train_gapnet.py
- train_satellites.py
- train_satellites_folds.py
- UNet.py
- untitled.txt
- .gitignore
- apls
- create_binary_masks.py
- mask_df.csv
- metadata.csv
- README.md
- requirements.txt
- satellites.jpg
- satellites_eda.ipynb
- satellites_eda_d.ipynb
- sknw.py
# Installation Guide
git clone https://github.com/snakers4/spacenet-three
Downloads the entire project code from GitHub to your computer.
cd spacenet-three
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip3 install utm
Installs the package published on PyPI directly โ no need to clone the source.
pip3 install osmnx==0.5.1
Installs the package published on PyPI directly โ no need to clone the source.
pip3 install numba
Installs the package published on PyPI directly โ no need to clone the source.
Pulled directly from this repo's README.
3. Docker
Easy- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker exec -it YOUR_CONTAINER_ID sh -c "python3 create_binary_masks.py && \
Runs the Python script (or module).
docker exec -it YOUR_CONTAINER_ID sh -c "echo 'python3 train_satellites.py \
Runs the Python script (or module).
Pulled directly from this repo's README.
4. Python
Easypip3 install utm
Installs the package published on PyPI directly โ no need to clone the source.
pip3 install osmnx==0.5.1
Installs the package published on PyPI directly โ no need to clone the source.
pip3 install numba
Installs the package published on PyPI directly โ no need to clone the source.
Pulled directly from this repo's README.