Implementation of a Neural Network over a microcontroller of the ESP32 family using recently introduced TinyML library tools. The project describes prototype development of a smart door peephole capable of person identification.
Project tag: ai
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Research project about Xilinx's Vitis-AI framework. Xilinx developed a unique and special ecosystem with dedicated software and hardware for accelerating deep neural networks and artificial intelligence applications. Our goal was to evaluate and validate this platform for future use. -
Glaucoma is a chronic eye disease which causes progressive damage to the optic nerve and leads to blindness if not treated. This work demonstrates that an automated AI system can accurately and remotely diagnose glaucoma from fundus images of the retina of the eye. The project is comprised of two main parts. In the first part, raw digital fundus images undergo pre-processing to prepare them for analysis. In the second... -
One of the main approaches to problem solving in computer vision is neural networks. Implementation of such networks on a computer or GPU system requires high computational power and hence high power, long computation time and expensive cost. This project is the software part of 3 teams: software, hardware and algorithm. The 3 projects goal is to create a system that implement the LeNet 5 model using FPGA instead of...Categories: Embedded Systems