Reimplementation of Waifu2x in Python using Theano and Lasagne.

• Python3
• Python Imaging Library (PIL)
• Theano
• Lasagne
• The models folder from waifu2x

To upscale and clean an image run:

./waifu.py -i noisy_image.png -m noise_scale --noise-level 1 -o new_image.png

To see all the available options type:

./waifu.py --help

To run the program on the GPU (much faster) use:

export THEANO_FLAGS=mode=FAST_RUN,device=gpu,floatX=float32

see http://www.deeplearning.net/software/theano/install.html#using-the-gpu for more info.

Implement training.

More options.