@@ -12,7 +12,15 @@ This repository provides the codebase for working with the [FTW dataset](https:/
1212
1313- [ System setup] ( #system-setup )
1414 - [ Pixi (Recommended)] ( #pixi-recommended )
15+ - [ Installation] ( #installation )
16+ - [ Environment Setup] ( #environment-setup )
17+ - [ Usage] ( #usage )
18+ - [ Available Environments] ( #available-environments )
19+ - [ Verify Installation] ( #verify-installation )
1520 - [ Conda/Mamba (Alternative)] ( #condamamba-alternative )
21+ - [ Development with Conda] ( #development-with-conda )
22+ - [ Common Issues with Conda] ( #common-issues-with-conda )
23+ - [ Verify Installation] ( #verify-installation-1 )
1624- [ Predicting field boundaries] ( #predicting-field-boundaries )
1725 - [ 1. Download the model] ( #1-download-the-model )
1826 - [ 2. Download S2 image scene (using ` ftw inference download ` )] ( #2-download-s2-image-scene-using-ftw-inference-download )
@@ -82,13 +90,13 @@ pre-commit run --all-files # run manually
8290
8391``` bash
8492# Check PyTorch and CUDA
85- pixi run python -c " import torch; print(' PyTorch:' , torch.__version__); print(' CUDA available:' , torch.cuda.is_available())"
93+ pixi run python -c ' import torch; print(" PyTorch:" , torch.__version__); print(" CUDA available:" , torch.cuda.is_available())'
8694
8795# Check geospatial stack
88- pixi run python -c " from osgeo import gdal; import rasterio, geopandas; print(' Geospatial stack working') "
96+ pixi run python -c ' from osgeo import gdal; import rasterio, geopandas; print(" Geospatial stack working") '
8997
9098# Check FTW CLI import
91- pixi run python -c " from ftw_cli.cli import ftw; print(' FTW CLI ready') "
99+ pixi run python -c ' from ftw_cli.cli import ftw; print(" FTW CLI ready") '
92100```
93101
94102### Conda/Mamba (Alternative)
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