Mouiad-JRA / Lane-Line-Detection-using-Image-Processing-vs-Deep-Learning
Lane line detection technique is used in many self-driving autonomous vehicles as well as line-following robots,We developed a software to Detect lane lines in a variety of conditions, including changing road surfaces, curved roads, and variable lighting. An image processing based detection and a deep learning AI detection are to be implemented…
☆15Updated 3 years ago
Alternatives and similar repositories for Lane-Line-Detection-using-Image-Processing-vs-Deep-Learning:
Users that are interested in Lane-Line-Detection-using-Image-Processing-vs-Deep-Learning are comparing it to the libraries listed below
- Udacity Self-Driving Car Engineer Nanodegree Advanced Lane Finding Project. Identifying lanes using edge detection (Sobel operator, gradi…☆51Updated 4 years ago
- Deep Learning Lane Detection☆13Updated 5 years ago
- Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.☆79Updated 2 years ago
- A tutorial for training YOLOv3 to detect traffic lights using BOSCH small traffic light dataset.☆125Updated 3 years ago
- Lane and obstacle detection for active assistance during driving. Uses windowed sweep for lane detection. Combination of object tracking …☆168Updated 4 years ago
- Software pipeline to identify lane boundaries from a video streaming from a front-facing camera on a car using color transform and gradie …☆7Updated 4 years ago
- Computer Vision algorithm to compute road curvature and lane vehicle offset using OpenCV Image Processing, Camera Calibration, Perspectiv…☆42Updated 5 years ago
- ☆13Updated 3 years ago
- An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combin…☆10Updated 4 years ago
- Using Perspective Transform to leverage bird's eye view (BEV) to estimate distance between objects.☆75Updated 4 years ago
- Final Project for Applications of Machine Learning in Mechatronic Systems☆28Updated 4 years ago
- ☆84Updated 3 years ago
- A pipeline that can detects lane boundaries, predicts upcoming curves, and measures lane curvature.☆118Updated 4 years ago
- Traffic sign recognition is an advanced driver assistance system which can recognize road signs and display the corresponding information…☆12Updated 5 years ago
- Vehicle Speed Detection is a Python Script to track and detect the speed of a moving vehicle. This script can automatically detect the la…☆13Updated 4 years ago
- Algorithm that steers a vehicle by using just the front-facing camera as an input feed (Advance lane detection)☆25Updated 5 years ago
- Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3☆64Updated 4 years ago
- Using OpenCV to detect Lane Lines on a road, one of the most fundamental concepts for building a Self-Driving car.☆43Updated 6 years ago
- Lane detection using deep learning (Fully Connected CNN) and OpenCV☆16Updated 6 years ago
- CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate conten…☆46Updated 2 years ago
- A project to demonstrate lane detection with a front facing camera.☆118Updated last year
- Robust Highway Lane Segmentation Based on LaneNet Trained BDD100K☆29Updated 6 years ago
- Lane Detection Module using C++ and OpenCV☆136Updated 7 years ago
- Final Master Thesis on how to detect CARLA Simulator's Traffic Speed Sign using YOLO v3 Neural Network for object detection☆42Updated 5 years ago
- YOLOv4-MultiTask for Pytorch☆41Updated 3 years ago
- A collection of all projects pertaining to different layers in the SDC software stack☆230Updated 7 years ago
- Lane Detection for Self-Driving Car, using Computer Vision Techniques☆50Updated 8 years ago
- The project can achieve FCWS, LDWS, and LKAS functions solely using only visual sensors. using YOLOv5 / YOLOv5-lite / YOLOv6 / YOLOv7 / Y…☆217Updated 6 months ago
- I have used YOLOv3 Algorithm for Vehicle Detection and Deep Sort Algorithm for Vehicle Tracking. After tracking the vehicles I have tried…☆17Updated 4 years ago
- Vehicle detection using YOLOv3,4,5 ---- Tracking using DeepSORT -----Speed Estimating using personal method☆15Updated 3 years ago