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add simulated results
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Bin Zhang committed Jul 15, 2019
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Expand Up @@ -62,9 +62,14 @@ optional arguments:
The model is trained on a TITAN Xp GPU with patch size of 96*96 and total 70000 iterations.

Several groups of simulated images are uploaded at [here](https://github.com/z-bingo/FastDVDNet/blob/master/results). The FastDVDNet could work well based on the Vimeo-90K dataset totally, one of results is shown as
##### ground of truth
![ground-of-truth](https://github.com/z-bingo/FastDVDNet/blob/master/results/2_gt.png)
##### noisy reference
![noisy-ref](https://github.com/z-bingo/FastDVDNet/blob/master/results/2_noisy.png)
![pred-image](https://github.com/z-bingo/FastDVDNet/blob/master/results/2_pred_30.02dB_0.7728.png)
##### predicted image
![pred-image](https://github.com/z-bingo/FastDVDNet/blob/master/results/2_pred_30.02dB_0.7728.png)

However, there are still some artifacts existing, for example, the left side of this [image](https://github.com/z-bingo/FastDVDNet/blob/master/results/4_pred_35.87dB_0.9505.png) has a large area of green spots. I will investigate the reason of this.

## References
1. [FastDVDNet:ToWards Real-Time Video Denoising Without Explicit Motion Estimation](https://arxiv.org/pdf/1907.01361.pdf)
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