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-1.1.9.tar.gz (2.3 MB view details)

Uploaded Source

Built Distribution

lightly-1.1.9-py3-none-any.whl (228.1 kB view details)

Uploaded Python 3

File details

Details for the file lightly-1.1.9.tar.gz.

File metadata

  • Download URL: lightly-1.1.9.tar.gz
  • Upload date:
  • Size: 2.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.7.5

File hashes

Hashes for lightly-1.1.9.tar.gz
Algorithm Hash digest
SHA256 682e4e5baa4e99549c751e4dea1b8a759874c40fb328f0fd504a655ba0d430a4
MD5 4f3db2d509371e667723407391d1ae4a
BLAKE2b-256 979c2c46f205acd9ff70168c700f153db500dcbc8c9607864fbcd5725fcaf7b2

See more details on using hashes here.

File details

Details for the file lightly-1.1.9-py3-none-any.whl.

File metadata

  • Download URL: lightly-1.1.9-py3-none-any.whl
  • Upload date:
  • Size: 228.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.7.5

File hashes

Hashes for lightly-1.1.9-py3-none-any.whl
Algorithm Hash digest
SHA256 18edc379b3e293ebb8bd730dd7db8ca8bac6f12e2527e557d2b59b8a6c41b946
MD5 21e4c2b86dc90ce713f4c2671428fb9e
BLAKE2b-256 3ae66683008a0f7ce70dcb634e734f321e3025920b012af083598826ea6efd84

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