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 on ESP32
• BloodMNIST with Mobile-Lenet
• Tiny FireNet CIFAR-10 on RP2350
• SqueezeNet-1.1 ImageNet Demo on ESP32-S3 N16R8
• Single Digit Recognition with Touch-Based Interface
  • LeNet-5-28×28 on ESP32
  • Two-layer FCN-16×16 on Arduino Uno R3
  • LeNet-5-28×28 on Raspberry Pico
  • LeNet-5-28×28 on Blue Pill
  • Mobile-LeNet-28×28 on ESP32
  • Mobile-LeNet-16×16 on Arduino Mega2560
• Multi-MCU Inference for Peak Detection

• Benchmark with TFLITE

• STUDENT GUIDE: Auto-encoder for Image Denoising

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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)