Don't start from scratch: a gentle introduction to transfer learning

By Ron Dagdag

Elevator Pitch

Nowadays most applications of Deep Learning rely on Transfer Learning. This is especially true in the domain of Computer Vision. We will explore what Transfer Learning is and learn to build our own custom image classifier using transfer learning.

Description

Nowadays most applications of Deep Learning rely on Transfer Learning. This is especially true in the domain of Computer Vision. We will explore what Transfer Learning is and learn to build our own custom image classifier using transfer learning. Operationalize it using Windows ML platform and convert existing models to ONNX format to use with Windows ML