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Update Synthetic.md
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Lyricccco authored Nov 11, 2024
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- By default, validation uses noise levels `[0.002, 0.02]` and ISP amplification ratio `[0, 0.5]`, creating a total of 4 validation sets (2 noise levels * 2 ratios).
You can modify these settings in the `datasets/tval` section of the `****.yml` file for custom validation configurations.
4. Find the training results in `'./experiments'`
## Test
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3. You can modify the test settings in the `datasets/val` section of the experiment options file at `'./experiments/DualDn/DualDn.yml'`, including but not limited to parameters such as the random noise level (`K_min`, `K_max`), fixed noise type (`noise_model`),
random ISP amplification ratio (`alpha__min`, `alpha__max`) and different ISP algorithms (`final_stage`, `demosaic_type`, `gamma_type`).
4. Find the test results in `'./results'`
4. Find the testing results in `'./results'`
## Inference
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python inference_dualdn.py -opt ./options/DualDn.yml --pretrained_model ./pretrained_model/DualDn_Restormer.pth --noise_level [0.002, 0.02] --alpha [0, 0.5]
```
5. Find the inference results in `'./results'`
5. Find the inferencing results in `'./results'`

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