Applying Self-supervised Learning for Image Recognition with PyTorch
Differnece of attention map between supervised learnign and self-supervised learning.
Project Summary
- Implemented two self-supervised learning frameworks, SimCLR and Rotnet, for image recognition tasks.
- Built linear classifiers for the two self-supervised learning methods and compared their performance with supervised learning.