lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Modular framework, which exposes low-level building blocks such as loss functions and
- Easy to use and written in a PyTorch-like style.
- Supports custom backbone models for self-supervised pre-training.
- Support for distributed training using PyTorch Lightning.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 3,832
- +3 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.6.0
- Released 17 days ago
- Built with
- Python
- 99% of the code
Is it looked after?
- Contributors
- 17
- Last 90 days
- Issues
- 88% closed
- 76 still open
- Pull requests
- 1,304 merged
- 33 waiting
- Releases
- 140
- 6 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 99%
- Makefile 1%
Topics
- deep-learning
- self-supervised-learning
- machine-learning
- computer-vision
- pytorch
- embeddings
- contrastive-learning
- hacktoberfest
- contributions-welcome
- robotics
- world-models
- jepa
Project record
- JobOther AI tools
- StatusListed
- Commits1,531
- Forks378
- Watching27
- Stars in 28 days+12
- CreatedOct 13, 2020
- First seen by usNov 7, 2026
- CheckedNov 12, 2026