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 🚧