ROCVSYOct 10, 2019

Self Driving RC Car using Behavioral Cloning

arXiv:1910.06734v14 citations
Originality Synthesis-oriented
AI Analysis

This work addresses autonomous driving for hobbyists or educational purposes, but it is incremental as it applies existing methods to a small-scale model.

The authors tackled the problem of creating a self-driving car by converting a normal RC model car into an autonomous vehicle using behavioral cloning and deep learning, achieving a functional autonomous system.

Self Driving Car technology is a vehicle that guides itself without human conduction. The first truly autonomous cars appeared in the 1980s with projects funded by DARPA( Defense Advance Research Project Agency ). Since then a lot has changed with the improvements in the fields of Computer Vision and Machine Learning. We have used the concept of behavioral cloning to convert a normal RC model car into an autonomous car using Deep Learning technology

Code Implementations1 repo
Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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