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Pongrut Palarpong's Projects

carnd-advanced-lane-lines icon carnd-advanced-lane-lines

In this project, your goal is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car.

carnd-behavioral-cloning-p3-master icon carnd-behavioral-cloning-p3-master

For this project, a reviewer will be testing the model that you generated on the first test track (the one to the left in the track selection options).

carnd-lanelines-p1 icon carnd-lanelines-p1

In this project, you will be writing code to identify lane lines on the road, first in an image, and later in a video stream.

carnd-vehicle-detection icon carnd-vehicle-detection

In this project, the goal is to write a software pipeline to identify vehicles in a video from a front-facing camera on a car.

jetbot icon jetbot

An educational AI robot based on NVIDIA Jetson Nano.

machine-learning-capstone-project icon machine-learning-capstone-project

This project is designed to prepare you for delivering a polished, end-to-end solution report of a real-world problem in a field of interest. When developing new technology, or deriving adaptations of previous technology, properly documenting your process is critical for both validating and replicating your results. Things you will learn by completing this project: How to research and investigate a real-world problem of interest. How to accurately apply specific machine learning algorithms and techniques. How to properly analyze and visualize your data and results for validity. How to document and write a report of your work.

present icon present

Code from Jeff Heaton's YouTube videos, articles, and conference presentations.

traffic-sign-classifier-project icon traffic-sign-classifier-project

In this project, you will use what you've learned about deep neural networks and convolutional neural networks to classify traffic signs. Specifically, you'll train a model to classify traffic signs from the German Traffic Sign Dataset.

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