pytorch-super-resolution-implementations
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Image super-resolution implementations
PyTorch super-resolution implementations
A collections of Super-resolution models
Requirements
- python 3.6
- numpy
- pytorch >= 0.4.0
Models
- [RDN] https://arxiv.org/abs/1802.08797
Usage
- training
python3 train.py --upscale_factor 2 --datapath /model/path/to/folder
- super-resolve
python3 inference.py --input_image /path/to/img --output_filename /path/to/img --model /path/to/pretrained/model
Reference
- https://github.com/pytorch/examples
- https://github.com/andreasveit/densenet-pytorch
- https://github.com/xternalz/WideResNet-pytorch
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