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Continual Learning in TensorFlow Lite by Savage 18 is a document available to read on EtoBox.

What is Continual Learning in TensorFlow Lite about?

This document discusses the integration of continual learning (CL) capabilities into TensorFlow Lite for on-device training of deep learning models, addressing challenges like catastrophic forgetting. The authors demonstrate that CL outperforms transfer learning (TL) in realistic scenarios, particularly when new classes are introduced incrementally. They also open-source their Android application to facilitate further development and experimentation with CL on embedded devices.

Author

Savage 18

Language

EN