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-1.1.11.tar.gz (2.3 MB view details)

Uploaded Source

Built Distribution

lightly-1.1.11-py3-none-any.whl (231.7 kB view details)

Uploaded Python 3

File details

Details for the file lightly-1.1.11.tar.gz.

File metadata

  • Download URL: lightly-1.1.11.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-1.1.11.tar.gz
Algorithm Hash digest
SHA256 e7745aeac8cafd7b417e43b17219573c3abe67224519df29516940c6f55778a1
MD5 f834e702900dc37dab75bc1da1e350b8
BLAKE2b-256 b7000ec57a8235e0c081a5b146f01252b3161eddc864d4bdac83ff6424bdc460

See more details on using hashes here.

File details

Details for the file lightly-1.1.11-py3-none-any.whl.

File metadata

  • Download URL: lightly-1.1.11-py3-none-any.whl
  • Upload date:
  • Size: 231.7 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-1.1.11-py3-none-any.whl
Algorithm Hash digest
SHA256 9bdcf88f1753420308d44da9433c529e3d0a19e12ddc76727a2072e7e2eaf16c
MD5 3290778cab032a92d98c428ad84d6f9f
BLAKE2b-256 79d223ee079543472bd8f09b9b90067c8d88fea529e05c2693b5f4ddd67fb527

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