Two Minute Papers explores the paper “StarGAN v2: Diverse Image Synthesis for Multiple Domains”
- Code: https://github.com/clovaai/stargan-v2
- Youtube Video: https://youtu.be/0EVh5Ki4dIY
If dogs are man’s best friend, then what does it say about the future when AI can train dogs.
All jokes aside, this is a creative use of computer vision.
Computer vision is key to how the machine works, detecting a dog’s comportment in real time to tune its delivery of rewards to reinforce desired behavior. It remains to be seen how well it can approximate the experience of a skilled human trainer, though SF SPCA says it will soon release a peer-reviewed case study on how the machine worked with one dog suffering from separation anxiety which, by definition, manifests itself when no trainer is around to address it.
Two Minute Papers examines the paper “Few-Shot Unsupervised Image-to-Image Translation”
Demo the technology at https://nvlabs.github.io/FUNIT/petswap.html