Implementation of λ Networks, a new approach to image recognition that reaches SOTA on ImageNet. The new method utilizes λ layer, which captures interactions by transforming contexts into linear functions, termed lambdas, and applying these linear functions to each input separately. Shinel94 has added a Keras implementation! It won't be officially supported in this repository, so either copy / paste the code under ./lambda_networks/tfkeras.py or make sure to install tensorflow and keras before running the provided commands.

Features

  • Global context
  • Localized context
  • Tensorflow / Keras version
  • Implementation of λ Networks
  • Apply linear functions to each input separately

Project Samples

Lambda Networks Screenshot 1

Project Activity

See All Activity >

Categories

Machine Learning

License

MIT License

Follow Lambda Networks

Lambda Networks Web Site

Other Useful Business Software
Our Free Plans just got better! | Auth0 Icon
Our Free Plans just got better! | Auth0

With up to 25k MAUs and unlimited Okta connections, our Free Plan lets you focus on what you do best—building great apps.

You asked, we delivered! Auth0 is excited to expand our Free and Paid plans to include more options so you can focus on building, deploying, and scaling applications without having to worry about your security. Auth0 now, thank yourself later.
Try free now
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of Lambda Networks!

Additional Project Details

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2022-08-15
Report inappropriate content