Parameters - base neuro network: vgg16 - dimension pixel: 640 $\times$ 640 - style weight: 5.0 - content weight: 0.025 - total variation weight: 30 - epoch: 500
Created based on 《A Neural Algorithm of Artistic Style》by Leon Gatys (2015) and《Perceptual Losses for Real-Time Style Transfer and Super-Resolution》by Justin Johnson (2016), which introduced an artificial system based on a Deep Neural Network that creates artistic images of high perceptual quality. The system uses neural representations to separate and recombine content and style of arbitrary images, providing a neural algorithm for the creation of artistic images. And we used VGG-16 as a transfer learning network (pretrained Arbitrary Image Stylization model) in our case.
Source Code for this collection could be found on GitHub
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Created based on 《A Neural Algorithm of Artistic Style》by Leon Gatys (2015) and《Perceptual Losses for Real-Time Style Transfer and Super-Resolution》by Justin Johnson (2016), which introduced an artificial system based on a Deep Neural Network that creates artistic images of high perceptual quality. The system uses neural representations to separate and recombine content and style of arbitrary images, providing a neural algorithm for the creation of artistic images. And we used VGG-16 as a transfer learning network (pretrained Arbitrary Image Stylization model) in our case.
Source Code for this collection could be found on GitHub
- Sales
- Listings
- Offers
- Collection offers
- Transfers