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FAST PHOTO STYLE
WHAT IS IT?
GAN for neural style transfer.Photorealistic image stylization aims at changing style of a photo to that of a reference photo.The layers from conv1 1 to conv4 1 in the VGG-19 network [34] for the encoder E is used. The encoder weights are given by ImageNet-pretrained weights and the decoder D is the inverse of the encoder. The decoder runs by minimizing the sum of the L2 reconstruction loss and perceptual loss using the Microsoft COCO dataset. We adopt the multi-level stylization strategy proposed in the WCT where we apply the PhotoWCT to VGG features in different layers.
HOW TO USE?
Place input images in images folder
For help, python run.py --output_image_path results/example1_fast.png
ARGUMENTS | DETAILS | HELP OPTIONS |
---|---|---|
--output_image_path | OUTPUT | Mention the output image path |
WHAT ARE THE REQUIREMENTS?
To get all the requirements and dependencies installed run the command
For GPU - pip install -r gpu_requirements.txt
For CPU - pip install -r cpu_requirements.txt
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