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Simple Superresolution

Requirements (Chainer)

Uses Chainer, NumPy, OpenCV.

Installation:

$ sudo pip install chainer opencv-python numpy

Requirements (PyTorch)

Uses PyTorch, Ignite, Numpy, OpenCV.

Installation:
PyTorch: see the official document.

$ sudo pip install pytorch-ignite opencv-python numpy

Run

$ python train-chainer.py
$ python train-pytorch.py

You can specify number of epochs and GPU (if available).

$ python train-xx.py -e epochs -g GPUID

Outputs of the trained model w.r.t test data are saved after training.