publication . Bachelor thesis . 2017

Estimation of urban traffic density from street camera images

Chandrakaladharan, Shreyas;
Open Access English
  • Published: 21 Jun 2017
  • Publisher: Universitat Politècnica de Catalunya
  • Country: Spain
Abstract
Traffic is a very real problem in today’s world. Elon Musk, CEO of SpaceX and Tesla, has created a start-up which aims to bore tunnels to better manage traffic. While we do not dare to challenge him, we propose to better manage traffic on roads by leveraging currently available technologies in a novel way. Our project aims to give accurate real-time predictions of traffic, so that prospective commuters can choose routes that are free of traffic, thereby automatically balancing traffic. There are systems in place which give estimates of traffic but ours is cheaper, easier, and much more comprehensive. Many existing systems solve the problem of estimation of traff...
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free text keywords: :Informàtica [Àrees temàtiques de la UPC], Neural networks (Computer science), Raspberry Pi (Computer), Machine learning, Traffic, Convolutional Neural Networks, Xarxes neuronals (Informàtica), Raspberry Pi (Ordinador), Aprenentatge automàtic
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