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Projects & Assignments in TinyML:

Assignments
  • Assignment 1: NNs
    • Regression Using Single-Layer Neural Network
    • Multiclass Classification Using Dense Neural Network
  • Assignment 2: CNNs
    • CNN for Cifar-10
    • Bean Disease Classifier
  • Assignment 3: Quantization
    • Quantization in TFLite for Rock, Paper, Scissors Game
  • Assignment 4: Transfer Learning
    • Mask Detection using Transfer Learning
  • Assignment 5: Anomaly Detection
    • Autoencoder Anomaly Detection for EKG Dataset
  • Assignment 6: KWS
    • Custom KWS Model Quantized for use in Microcontrollers
  • Assignment 7: "Magic Wand"
    • Gesture Detection for a Physical Magic Wand on Arduino BLE Nano
Projects
  • 🚧 Coming Soon: TinyML for Pig Vocalization and Animal Welfare 🚧

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Various TinyML Assignments and Projects

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