Workshop will be an in-depth tutorial on transfer learning for computer vision. Will cover state of the art models and how to perform transfer learning in general with practical examples. Topics that will be covered:

Concepts:

  • CNNs

  • Transfer learning

  • SOTA models

  • Network distillation

Workshop:

  • Image classification

  • Feature extraction

  • Create embeddings

  • Distillation

Register for ComputeFest 2021.

About ComputeFest: Organized by the Harvard Institute for Applied Computational Science (IACS) and open to the public, ComputeFest is four days of advanced applied deep learning workshops led by IACS researchers, students, alumni, and industry presenters. Workshops are directed by IACS Lecturer and Scientific Director, Pavlos Protopapas.