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README.md

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Alternatively, you can use Docker or Apptainer (see instructions below).
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## Usage
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To run the model, download the weights and testing dataset from the following link: [https://zenodo.org/records/16587458](https://zenodo.org/records/16587458).
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To run the model, download the weights and testing dataset from the following link: [https://zenodo.org/records/17834290](https://zenodo.org/records/17834290).
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- Unzip and copy the testing data to `./test_data`
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- Put the weights in `./models/pretrained`
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A pre-built Apptainer image is available on Zenodo:
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```bash
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apptainer run -C -B $(pwd):$(pwd) --nv https://zenodo.org/records/16587458/files/spherical_deep_fixel_v1.0.0.sif python /app/train_deep_fixel.py --config /path/to/config/example_scnn.yaml
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apptainer run -C -B $(pwd):$(pwd) --nv https://zenodo.org/records/16587458/files/spherical_deep_fixel_v1.0.0.sif python /app/test_deep_fixel.py --config /path/to/config/example_scnn.yaml
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apptainer run -C -B $(pwd):$(pwd) --nv https://zenodo.org/records/17834290/files/spherical_deep_fixel_v1.0.0.sif python /app/train_deep_fixel.py --config /path/to/config/example_scnn.yaml
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apptainer run -C -B $(pwd):$(pwd) --nv https://zenodo.org/records/17834290/files/spherical_deep_fixel_v1.0.0.sif python /app/test_deep_fixel.py --config /path/to/config/example_scnn.yaml
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```
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## Applying the model to your own data

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