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
Go From AI Idea to AI App Fast Icon
Go From AI Idea to AI App Fast

One platform to build, fine-tune, and deploy ML models. No MLOps team required.

Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Try Free
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