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fpicetti authored Jan 4, 2022
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Expand Up @@ -57,14 +57,12 @@ This python project is organized as follows:
## Usage Examples
Here we report the example tests on the 3D hyperbolic data included in the paper.

```bash
# solve mask 1 saving the CNN weights
python main.py --imgdir ./datasets/hyperbolic3d --imgname original.npy --maskname random66_shot1.npy --datadim 3d --gain 40 --upsample linear --epochs 3000 --savemodel --outdir TL/shot1
# solve mask 2 from scratch
python main.py --imgdir ./datasets/hyperbolic3d --imgname original.npy --maskname random66_shot2.npy --datadim 3d --gain 40 --upsample linear --epochs 3000 --outdir TL/shot2_scratch
# solve mask 2 using as initial guess the CNN weights of mask 1
python main.py --imgdir ./datasets/hyperbolic3d --imgname original.npy --maskname random66_shot2.npy --datadim 3d --gain 40 --upsample linear --epochs 3000 --outdir TL/shot2_transfer --net load --netdir TL/shot1/model.pth
```

#### Data preparation
We are glad you want to try our method on your data! To minimize the effort, keep in mind that:
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