A device to monitor your plant's needs such as soil moisture, nutrients, and harvest time!
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Updated
Jun 14, 2024 - Jupyter Notebook
A device to monitor your plant's needs such as soil moisture, nutrients, and harvest time!
Files and documents involving Machine Learning for Embedded Systems
Repository for DCA0306, an undergraduate course about Embedded Artifical Intelligence
Lightweight Attention U-Net for Breast Cancer Semantic Segmentation
A CNN based image classifier in which an alternative layer for the Pooling is used, which is called Chebyshev Pooling layer.
IoT based TinyML anomaly detection for pumps using acoustic signals
Paper, Course, and Article for Deep Learning Quantization
Low-Power Cellular based Asset Tracking solution made using @blues hardware and @edgeimpulse.
Wake word detection using Tiny ML. Tensorflow lite is used here. The project has been done by refering the text book, Tiny ML by O' Reilly.
Projects and summaries of the undergraduate course about Embedded Artificial Intelligence [DCA0306]
Crop Prediction Using TinyML and Arduino Nano BLE 33 Sense
Hand Gesture Recognition System using a Convolutional Neural Network trained with Transfer Learning on the ASL dataset. Deployable on an Arduino Nano 33 BLE with 256 KB of RAM.
This is the repo for the design of a Social Robot and the TinyML development
Demo of a prototype using MLLite for training and deployment of Machine Learning Models on various devices and microcontrollers.
Split Computing and Neural Network Offloading in the context of IoT
Repository for Raspberry Pi-based object detection with TinyML models like TensorFlow Lite, PyTorch Nano, including data gathering, mAP evaluation, and image data preparation in Jupyter notebooks.
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