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-1.0.5.tar.gz (355.3 kB view details)

Uploaded Source

Built Distribution

lightly-1.0.5-py3-none-any.whl (69.2 kB view details)

Uploaded Python 3

File details

Details for the file lightly-1.0.5.tar.gz.

File metadata

  • Download URL: lightly-1.0.5.tar.gz
  • Upload date:
  • Size: 355.3 kB
  • 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/4.41.1 CPython/3.7.5

File hashes

Hashes for lightly-1.0.5.tar.gz
Algorithm Hash digest
SHA256 32f8d63d6f2d4d4d22e8bd70fac17734e0eb0108c43eb8c685028ec859f580e2
MD5 e0533226dc307a8f26edd8d4ad160e2c
BLAKE2b-256 815d5996d95e229acbc4b03925e0a7ed8b5c985bc74953bdecdee584b81f4e19

See more details on using hashes here.

File details

Details for the file lightly-1.0.5-py3-none-any.whl.

File metadata

  • Download URL: lightly-1.0.5-py3-none-any.whl
  • Upload date:
  • Size: 69.2 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/4.41.1 CPython/3.7.5

File hashes

Hashes for lightly-1.0.5-py3-none-any.whl
Algorithm Hash digest
SHA256 5b1e75b8b30f8f609db7fc57da8d1bece7f3dd0bb6a3d3a35f5364ee2571e770
MD5 050ba31020659db344f27704eb6c25ba
BLAKE2b-256 b5aa41a71bd23136227e2a64d1a2e2052fd9c61b6ee867085079a790f352cc4e

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