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Machine Learning Engineer Nanodegree: Capstone Proposal PDF

4 Pages·2021·English
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by ['AlexandruVlad']| 2021| 4 pages| English

About Machine Learning Engineer Nanodegree: Capstone Proposal

This document proposes using a convolutional neural network (CNN) to detect lane lines from images for autonomous vehicle applications. The goal is to train a CNN model that can detect lane lines more accurately and faster than existing computer vision techniques. The author plans to collect road image data from a smartphone camera, label the images with polynomial coefficients that define the lane lines, and use the labeled images to train a CNN model. The trained model will then be evaluated based on its ability to accurately detect lane lines in new images and perform compared to the author's existing computer vision-based lane detection model.

Detailed Information

Author:['AlexandruVlad']
Publication Year:2021
Pages:4
Language:English
Format:PDF
Price:FREE
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