Neural Style Transfer

  • Reimplemented the seminal work by Gatys et al. titled “A Neural Algorithm of Artistic Style” (using PyTorch).
  • Programmed numerous extensions to preserve color and improve the algorithm’s quality (primarily based on the gram matrix characteristics).
  • Implemented the fast style transfer method proposed by Johnson et al. working in real-time (~ seconds) compared to the original optimization-based algorithm (~ minutes).
Mrinal Jain
Mrinal Jain
Student

Trying to make silicon do what carbon can.