Dhruv Matani

Dhruv is a Machine Learning enthusiast focusing on PyTorch, CNNs, Vision, Speech, and Text AI. He is an expert on on-device AI, model optimization and quantization, ML and Data Infrastructure. Authoring a chapter on Efficient PyTorch in the Efficient Deep Learning Book at https://efficientdlbook.com/. His views are his own, not those of any of his employer(s); past, present, or future.

  • A Practical Guide to Transfer Learning using PyTorch
    In this article, we’ll learn to adapt pre-trained models to custom classification tasks using a technique called transfer learning. We will demonstrate it for an image classification task using PyTorch, and compare transfer learning on 3 pre-trained models, Vgg16, ResNet50, and ResNet152.