Neural Artists' mission is to give people the power to create their own artworks and share the results and their feeling with the community in a totally free way. In create section, You just need to upload your picture and choose a style, the server will transform your picture into an artistc image. After transformation, you can write a post about your image, or even share your post to Facebook. Furthermore, you can also chat with everyone online in the chat room.
The image transformation is achieved by feed-forward Convolutional Neural Network. The algorihm is based on Johnson's Perceptual Losses for Real-Time Style Transfer and Super-Resolution, and the implementation is modified from lengstrom's work with optimization in deployment. The training dataset is from Microsoft coco train2014. Some style images are from unsplash, while others are from modern artists or historical artists. For illustrative purposes, some post data are from Node.js faker and coco dataset.
I'm Chun-Yi Tu, a graduate student at UC San Diego. If you have questions, please let me know.
