Posts by Tag

Self-Driving

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Vehicle Detection (Code)

4 minute read

The goal of this project is to identify vehicles in a video from a front-facing camera on a car. At first the pipeline is developed on a series of individual...

Behavioral Cloning (Code)

2 minute read

The goal of this project is to use deep neural networks and convolutional neural networks to clone driving behavior.

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Finding Lane Lines on the Road

8 minute read

The purpose of this post is to explain the theory behind the project Finding Lane Lines on the Road and build up some intuition about the process. There won’...

Finding Lane Lines on the Road (Code)

4 minute read

The goal of this project is to identify lane lines on the road. At first the pipeline is developed on a series of individual images, and later the result is ...

Back to top ↑

Computer-Vision

Vehicle Detection (Code)

4 minute read

The goal of this project is to identify vehicles in a video from a front-facing camera on a car. At first the pipeline is developed on a series of individual...

Behavioral Cloning (Code)

2 minute read

The goal of this project is to use deep neural networks and convolutional neural networks to clone driving behavior.

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Finding Lane Lines on the Road

8 minute read

The purpose of this post is to explain the theory behind the project Finding Lane Lines on the Road and build up some intuition about the process. There won’...

Finding Lane Lines on the Road (Code)

4 minute read

The goal of this project is to identify lane lines on the road. At first the pipeline is developed on a series of individual images, and later the result is ...

Back to top ↑

Project

Vehicle Detection (Code)

4 minute read

The goal of this project is to identify vehicles in a video from a front-facing camera on a car. At first the pipeline is developed on a series of individual...

Behavioral Cloning (Code)

2 minute read

The goal of this project is to use deep neural networks and convolutional neural networks to clone driving behavior.

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Finding Lane Lines on the Road (Code)

4 minute read

The goal of this project is to identify lane lines on the road. At first the pipeline is developed on a series of individual images, and later the result is ...

Back to top ↑

Lane-Detection

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Finding Lane Lines on the Road

8 minute read

The purpose of this post is to explain the theory behind the project Finding Lane Lines on the Road and build up some intuition about the process. There won’...

Finding Lane Lines on the Road (Code)

4 minute read

The goal of this project is to identify lane lines on the road. At first the pipeline is developed on a series of individual images, and later the result is ...

Back to top ↑

Post

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Finding Lane Lines on the Road

8 minute read

The purpose of this post is to explain the theory behind the project Finding Lane Lines on the Road and build up some intuition about the process. There won’...

Back to top ↑

Hough-Transform

Finding Lane Lines on the Road

8 minute read

The purpose of this post is to explain the theory behind the project Finding Lane Lines on the Road and build up some intuition about the process. There won’...

Finding Lane Lines on the Road (Code)

4 minute read

The goal of this project is to identify lane lines on the road. At first the pipeline is developed on a series of individual images, and later the result is ...

Back to top ↑

Canny-Edge-Detector

Finding Lane Lines on the Road

8 minute read

The purpose of this post is to explain the theory behind the project Finding Lane Lines on the Road and build up some intuition about the process. There won’...

Finding Lane Lines on the Road (Code)

4 minute read

The goal of this project is to identify lane lines on the road. At first the pipeline is developed on a series of individual images, and later the result is ...

Back to top ↑

Lane-Finding

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Back to top ↑

Advanced-Lane-Finding

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Back to top ↑

Sliding-Windows

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Back to top ↑

Gradient-Transform

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Back to top ↑

Color-Transform

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Back to top ↑

Perspective-Transform

Advanced Lane Finding

11 minute read

The purpose of this post is to explain the theory behind the project Advanced Lane Finding and build up some intuition about the process. There won’t be any ...

Advanced Lane Finding (Code)

7 minute read

The goal of this project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. At first the pipelin...

Back to top ↑

Convolutional-Neural-Networks

Behavioral Cloning (Code)

2 minute read

The goal of this project is to use deep neural networks and convolutional neural networks to clone driving behavior.

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Back to top ↑

Traffic-Sign-Classifier

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Back to top ↑

Cnn-Classifier

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Back to top ↑

Data-Augmentation

Traffic Sign Classifier (Code)

5 minute read

The goals of this project is to design and implement a deep learning model that learns to recognize traffic signs. The dataset used is the German Traffic Sig...

Back to top ↑

Behavioral Cloning

Behavioral Cloning (Code)

2 minute read

The goal of this project is to use deep neural networks and convolutional neural networks to clone driving behavior.

Back to top ↑

Keras

Behavioral Cloning (Code)

2 minute read

The goal of this project is to use deep neural networks and convolutional neural networks to clone driving behavior.

Back to top ↑

Object Detection

Vehicle Detection (Code)

4 minute read

The goal of this project is to identify vehicles in a video from a front-facing camera on a car. At first the pipeline is developed on a series of individual...

Back to top ↑

Histogram-Oriented-Gradients

Vehicle Detection (Code)

4 minute read

The goal of this project is to identify vehicles in a video from a front-facing camera on a car. At first the pipeline is developed on a series of individual...

Back to top ↑

Support-Vector-Machine

Vehicle Detection (Code)

4 minute read

The goal of this project is to identify vehicles in a video from a front-facing camera on a car. At first the pipeline is developed on a series of individual...

Back to top ↑

Sensor-Fusion

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Back to top ↑

Multi-Object-Tracking

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Back to top ↑

3d-Point-Cloud

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Back to top ↑

LiDAR

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Back to top ↑

Resnet

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Back to top ↑

Extended-Kalman-Filter

Sensor Fusion and Tracking

14 minute read

The purpose of this post is to explain my Implementation of the open-source project for the course in the Udacity Self-Driving Car Engineer Nanodegree Progra...

Back to top ↑