Building Scalable CNN models

This course is designed to teach you how to build scalable CNN classifiers for building damage identification and interpret these models.

The content of this course is as follows:

• Image Classification and Convolutional Neural Network
• Building a CNN Classifier with PyTorch: Part 1
• Building a CNN Classifier with PyTorch: Part 2
• Introduction to DDP with Pytorch
• Single Node MultiGPU Training with Torchrun
• Multi node Distributed training with PyTorch