UGLY-NET

UGly-Net introduces the U-Net structure in simplified visualization with bold strokes and vivid colors. It is intended to offer users a playful, humorous, and creative take on deep neural networks... In the process of "doughing" the U-Net iteratively and synthesizing videos, the user instinctively learns the role of each part of the U-Net and its effects on videos. By creating glitch effects with UGly-Net, users can manipulate the network on their own and realize its limitations and expressiveness. While previous digital generations manipulated retro computers and formed their own understanding of computers, UGly-Net can help users understand the new "untrodden realm" of neural networks... Founder of Pulse9 Inc., where we have built PaintlyFX, an Creative AI Platform that enables everyone to easily make their own artwork without professional skills.