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Advanced lane detection using computer vision
Behaviour Cloning - Use Deep Learning to Clone Driving Behaviour. This project involves the development of a five layer Convolutional Neural Network (CNN) pipeline for a self driving car in simulated tracks to be able to learn and mimic driving behaviour of a human (myself).
Creates a Docker image with all the prerequisites needed to run the projects of the Udacity Self-Driving Car Nanodegree.
This repo contains dataset for Udacity CarND final project and also contains keras implementation of a simple neural-net.
Udacity Self Driving Car Engineer Nanodegree
Detecting road lane lines in pictures and videos using OpenCV and Python. (Project 1 of Udacity's Self Driving Car Engineer)
Udacity Self-Driving Car Engineer Nanodegree - Term1 Project 3 (Behavior Cloning)
Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project
Semantic Image Segmentation - using deep learning and computer vision to identify classes of objects in image. For Self Driving Cars.
Identify and track lane lines from a vehicle camera stream using computer vision techniques. The vision pipeline consists of camera calibration for distortion correction, perspective transformation, colour and sobel edge masking, lane position tracking by a histogram and windowing technique, polynomial line fitting, and finally inverse transform.
Vehicle Detection and Tracking using traditional computer vision and machine learning techniques such as Histogram of Oriented Gradients (HOG) and Support Vector Machines (SVM).
Udacity CarND Path Planning Project
Solution and writeup for Term 1 Project 3 of Udacity's Self-Driving Nanodegree on "Behavioral Cloning"
Final project for Udacity CarND program
Finding Lane Lines Project1 for the Udacity Self-Driving Car Engineer Nanodegree
Traffic Sign Classifier Project2 for the Udacity Self-Driving Car Engineer Nanodegree
Udacity-SDC-Projects
An overview of all the self-driving car projects I'm working on
Classify Traffic Signs.
Starting files for the Udacity CarND Behavioral Cloning Project
Collection of all projects I worked on during the Udacity Self-Driving Car Nanodegree Program
Starting files for the Udacity CarND Behavioral Cloning Project
Udacity CarND Advanced Lane Lines Detection Project
Udacity CarND Extended Kalman Filter Project
Udacity CarND Unscented Kalman Filter Project
Udacity CarND Kidnapped Vehicle Project
Udacity CarND PID Controller Project
Udacity CarND Model Predictive Control Project
Udacity CarND Semantic Segmentation Project