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
Categories
Machine LearningLicense
MIT LicenseFollow Lambda Networks
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