Autonomous Self-Driving Vehicle: Perception, Supervised Learning and Control

Abstract

Road accidents are estimated to be the ninth leading cause of death across all age groups globally. 1.25 million people die annually from road accidents and Africa has the highest rate of road fatalities (WHO, 2015). Self-driving technology has the potential of saving over a million lives lost to preventable road accidents world-wide. Africa accounts for the majority of road fatalities and as such would benefit immensely from this technology. However, financial constraints prevent viable experimentation and research into selfdriving technology in Africa. In this applied project I designed and implemented RollE to bridge this gap. RollE is an affordable modular autonomous vehicle development platform. It is capable of road data collection and autonomous driving using a convolutional neural network. This system is aimed at providing students and researchers with an affordable autonomous vehicle to develop self-driving car technology.

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APA

Quartey, B (2021). Autonomous Self-Driving Vehicle: Perception, Supervised Learning and Control. Afribary. Retrieved from https://afribary.com/works/autonomous-self-driving-vehicle-perception-supervised-learning-and-control

MLA 8th

Quartey, Benedict "Autonomous Self-Driving Vehicle: Perception, Supervised Learning and Control" Afribary. Afribary, 21 Mar. 2021, https://afribary.com/works/autonomous-self-driving-vehicle-perception-supervised-learning-and-control. Accessed 20 Apr. 2024.

MLA7

Quartey, Benedict . "Autonomous Self-Driving Vehicle: Perception, Supervised Learning and Control". Afribary, Afribary, 21 Mar. 2021. Web. 20 Apr. 2024. < https://afribary.com/works/autonomous-self-driving-vehicle-perception-supervised-learning-and-control >.

Chicago

Quartey, Benedict . "Autonomous Self-Driving Vehicle: Perception, Supervised Learning and Control" Afribary (2021). Accessed April 20, 2024. https://afribary.com/works/autonomous-self-driving-vehicle-perception-supervised-learning-and-control