The Illustrated Self-Supervised Learning
A visual introduction to self-supervised learning methods in Computer Vision
self-supervised-learning computer-vision illustrated tutorial
Resource links
Top collections
Objectives & Highlights

• Explain motivation behind self-supervised learning • Explain the creative ways people have applied self-supervised learning to images in layman terms • Link relevant papers for each method for further exploration

Don't forget to tag @amitness in your comment.

T-shaped Machine Learning Engineer applying research to products.
Share this project
Similar projects
A Visual Guide to Self-Labelling Images
A self-supervised method to generate labels via simultaneous clustering and representation learning
SimCLR in TensorFlow 2
(Minimally) implements SimCLR ( in TensorFlow 2.
Self-Supervised Learning and Computer Vision
So, what do you do if there are no pre-trained models in your domain?
Self-Supervised Scene De-occlusion
We investigate the problem of scene de-occlusion, which aims to recover the underlying occlusion ordering and complete the invisible parts of occluded ...