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Update README.md
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voldien authored Feb 29, 2024
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Expand Up @@ -51,13 +51,16 @@ python superresolution/SuperResolution.py --batch-size 16 --epochs 10 --image-s
![Amagi Brilliant Park Anime EDSR Super Resolution Example from Trained model](https://github.com/voldien/SuperResolution/assets/9608088/bc77e853-a5e8-4eac-880b-e6d7a5f3c801)



### DCNN - Deep Convolutional Super Resolution Neural Network

```bash
python superresolution/SuperResolution.py --batch-size 16 --epochs 10 --image-size 128 128 --model cnnsr --learning-rate 0.002 --color-space rgb --loss-fn msa --shuffle-data-set-size 512 --show-psnr --data-set-directory /path_to_training_data/ --output-dir image-super-resolution-result/
```

![Gangsta Anime EDSR Super Resolution Example from Trained model](https://github.com/voldien/SuperResolution/assets/9608088/f164b778-296d-4ded-b658-ef46d8e77910)
![Amagi Brilliant Park Anime EDSR Super Resolution Example from Trained model](https://github.com/voldien/SuperResolution/assets/9608088/e5c33097-72ed-4c42-92a4-3a24d45b2110)


### Resnet - Residual Network Deep Convolutional Super Resolution Neural Network

```bash
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