A tiny model to upscale scanned images with text. The model used the ConvTranspose2d layer instead
of the PixelShuffle layer. As a result, the model can be launched on GPU and MYRIAD devices and
support the reshape function.
| Metric | Value |
|---|---|
| PSNR | 21.64 dB |
| GFlops | 1.379 |
| MParams | 0.003 |
| Source framework | PyTorch* |
- name:
0, shape: [1x1x360x640] - An input image in the format [BxCxHxW], where:- B - batch size
- C - number of channels
- H - image height
- W - image width
One blob with shapes [1, 1, 1080, 1920]. The blob contains an image after super resolution.
[*] Other names and brands may be claimed as the property of others.