https://github.com/shreypandit/self-supervised_barlow-twins-on-stl-10-dataset

Copy of assignments submitted to the course-work of DL_425
https://github.com/shreypandit/self-supervised_barlow-twins-on-stl-10-dataset

barlow-twins machine-learning self-supervised-learning

Last synced: 6 months ago
JSON representation

Copy of assignments submitted to the course-work of DL_425

• Host: GitHub
• URL: https://github.com/shreypandit/self-supervised_barlow-twins-on-stl-10-dataset
• Owner: ShreyPandit
• License: mit
• Created: 2021-09-27T08:52:53.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2022-02-06T17:06:04.000Z (over 3 years ago)
• Last Synced: 2025-02-08T18:13:58.476Z (8 months ago)
• Topics: barlow-twins, machine-learning, self-supervised-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 779 KB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Self-supervised method - Barlow Twins

Performed Barlow twins method on STL-10 dataset. 


Also included the visualization of pre and post training embedding and how the embeddings change during the course of training.


A complete report for the same is included in the repo.