Welcome

Noodle is a lightweight convolutional neural network inference library designed for microcontroller units with very limited RAM.

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Contents

• API Reference Documentation
• MLPerf Tiny Anomaly Detection on ESP32
• MLPerf Tiny Visual Wake Word on ESP32
• Simple 1D Peak Detection
• BloodMNIST with Mobile-Lenet
• Single Digit Recognition with Touch-Based Interface
  • LeNet-5 implementation on ESP32
  • Two layer fully connected network on ATmega328 (Arduino Uno R3)
  • LeNet-5 on Raspberry Pico
  • SD-Card–Backed LeNet-5 Inference
  • Mobile-LeNet

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Persistent identifier

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Authors

• Auralius Manurung — Universitas Telkom, Bandung (auralius.manurung@ieee.org)
• Lisa Kristiana — ITENAS, Bandung (lisa@itenas.ac.id)