[P] TensorFlow Similarity now self-supervised training

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Deep Learning similarity-learning self-supervised-learning metric-learning Machine Learning

WorkOS
Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors

  • similarity

    TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

    Very happy to announce that as part of the 0.15 release, TensorFlow Similarity now support self-supervised learning using STOA algorithms. To help you get started we included in the release a detailed getting started notebook that you can run in Colab. This notebook shows you how to use SimSiam self-supervised pre-training to almost double the accuracy compared to a model trained from scratch on CIFAR 10.

  • lightly

    A python library for self-supervised learning on images.

    https://github.com/lightly-ai/lightly implements a lot of self supervised models, and had been available for a while.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts