HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs
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Updated
Jul 9, 2019 - C++
HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs
A minimalist Deep Learning framework for embedded Computer Vision
Smart camera with OV 7670 and Zynq
Graduation project repository, Real-time vehicle detection using two different approaches. HOG+SVM traditional approach and Deep Learning based approach using state of the art YOLO convolutional neural network.
Embedded Vision for Baby Behavior Monitoring in IoT
Embedded Vision for MVS in IoT
Traffic Violation Detection System is a system that utilize machine learning and embedded device to detect a traffic violation especially on light. The system would/should notify the authorities if it detect an object inside caution area.
Utilizing SEEED Studio Grove Vision AI V2 Module
Repository is part of my BSc thesis with title "Gesture recognition in video streams on an embedded device"
A compact autonomous robot using Raspberry Pi integrates SLAM, YOLOv5 for real-time human detection, and RRT* for optimal path planning. It maps surroundings, detects a person as a goal, and navigates safely. Built in Python, it's lightweight and ideal for rescue, assistance, and indoor navigation.
An open and practical guide to Edge Vision.
An open and practical guide to Edge AI Engineering.
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