Skip to main content

A deep learning package for self-supervised learning

Project description

Lightly

Lightly is a PIP package for self-supervised learning.

We, at Lightly, are passionate engineers who want to make deep learning more efficient. We want to help popularize the use of self-supervised methods to understand and filter raw image data. Our solution can be applied before any data annotation step and the learned representations can be used to analyze and visualize datasets as well as for selecting a core set of samples.

If you are curious to learn more about our work - check out Lightly!

Installation

pip install lightly

Links

Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

lightly-1.1.0.tar.gz (1.9 MB view details)

Uploaded Source

Built Distribution

lightly-1.1.0-py3-none-any.whl (181.2 kB view details)

Uploaded Python 3

File details

Details for the file lightly-1.1.0.tar.gz.

File metadata

  • Download URL: lightly-1.1.0.tar.gz
  • Upload date:
  • Size: 1.9 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/49.6.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.7.5

File hashes

Hashes for lightly-1.1.0.tar.gz
Algorithm Hash digest
SHA256 b3adc807623290f66d7561bc335211148b157867c07b69fd09807fc253725690
MD5 2a1c08c05e7a21578c2a253fdf6d0a5e
BLAKE2b-256 0740849deaa2d856aee2989129aaf90dd149ed3737858cda4830bb16f94c1d0a

See more details on using hashes here.

File details

Details for the file lightly-1.1.0-py3-none-any.whl.

File metadata

  • Download URL: lightly-1.1.0-py3-none-any.whl
  • Upload date:
  • Size: 181.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/49.6.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.7.5

File hashes

Hashes for lightly-1.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 0eedd893bab07f298102e484e91c11830ea2cda18ff15ca63ce7ffbcd55966d4
MD5 65abb333187aaa4f85587f601059baeb
BLAKE2b-256 6c4b02114be7bc8e7fa5fa5e15079989b3c51e6bcf91cb45d9b4752eddac4745

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page