A device to monitor your plant's needs such as soil moisture, nutrients, and harvest time!
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Updated
Jun 25, 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
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.
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.
PhiNet by micromind optimization
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
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