Implementation of four self-supervised learning (SSL) algorithms; SimCLR, MoCo-v2, BYOL, and DINO on the CIFAR-10 dataset using a ResNet-18 backbone. All scripts are designed to run on Google Colab Free Tier (single GPU, ~12 GB RAM) with CIFAR-10.
Detailed Blog - https://www.notion.so/Self-Supervised-Learning-in-Vision-210c205b93e0806da6fcd3d7ffba5e4f?source=copy_link