DuyNguyen94's starred repositories
Embedded-Engineering-Roadmap
A comprehensive roadmap for aspiring Embedded Systems Engineers, featuring a curated list of learning resources.
learn-machine-learning-in-two-months
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
30-Days-Of-Python
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
vehicle_speed_estimation
Vehicle speed estimation using the optical flow algorithm from a mono camera(CCTV)
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
AutoRCCar
This project builds a self-driving RC car using Raspberry Pi, Arduino and open source software. Raspberry Pi collects inputs from a camera module and an ultrasonic sensor, and sends data to a computer wirelessly. The computer processes input images and sensor data for object detection (stop sign and traffic light) and collision avoidance respectively. A neural network model runs on computer and makes predictions for steering based on input images. Predictions are then sent to the Arduino for RC car control.
vehicle-and-traffic-sign-detection-depended-on-yolov5-and-cascade-classifier
I use both yolov5 and cascade classifier to detect cars and traffic sign. The inference time of yolov5n on GTX1650 is about 17ms beter than cascade classifier which is enough for real-time detection.
RPLidar_Arduino
Basic RPLidar SDK for Arduino.
Finding-Lane-Lines-Using-Sliding-Window
Implemented Sliding Windows and Fit a Polynomial on the warped Image
Advanced-Lane-Lines
Finding lane lines using sliding window search.
simple-lane-detection
simple lane detection using hsv filtering and hough line transforms
Advanced-Lane-Finding
identifies lane lines, creates lane area visualization. Steps include thresholding, perspective transformation, sliding window detection, and polynomial fitting.
RPi-Self-Driving-Car
Raspberry pi based RC Self-Driving Car using Python, Tenserflow and OpenCV
Transfer-Learning-and-Model-Compression
In this assignment you will use transfer learning and the TFLite Converter/Interpreter to create a "traffic sign" classifier.
SDC-P4-5-Advanced-Lane-Detection-Vehicle-Tracking
Advanced Lane Detection and Vehicle Tracking Project for the Udacity Self-Driving Car Nanodegree
Autonomus-Car-CS-Final-Project
This repository, "Autonomous Driving System On Various Platforms", details the exploration and implementation of autonomous driving systems across platforms such as AirSim, Android, Raspberry Pi 4, and Nvidia's Jetson Nano, utilizing Lidar, image processing, and machine learning technologies.
self-driving-car-2022
self driving car (create in 15-1-2022)
Deploy-Yolov8-in-Raspberry-Pi
In this repo, Raspberry Pi was connected to the Hikvision IP camera and get prediction with yolov8 tflite model.
yolov5-export-to-raspberry-pi
Exporting yolov5 to tflite and run inference on raspberry pi and cpu
ai-tflite-opencv
Use Tensorflow Lite + OpenCV to do object detection, classification, and Pose detection.
object-detection
Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
TFlite-object-detection
Examples and demos for doing object detection in TFLite