Explore data augmentation techniques using the Albumentations library in this PyTorch-focused tutorial video. Learn how to apply augmentation for classification, segmentation, and detection tasks. Follow along with a comprehensive PyTorch example to implement these techniques in your own projects. Gain insights into enhancing your machine learning models' performance through effective data augmentation strategies.
Albumentations Tutorial for Data Augmentation - PyTorch Focused
Overview
Syllabus
- Introduction
- Augmentation for Classification
- Augmentation for Segmentation
- Augmentation for Detection
- Full PyTorch Example
- Ending
Taught by
Aladdin Persson
