Embedded CNN based vehicle classification and counting in non-laned road traffic

Author:

Chauhan Mayank Singh1,Singh Arshdeep1,Khemka Mansi2,Prateek Arneish1,Sen Rijurekha1

Affiliation:

1. IIT Delhi

2. Delhi Technological University

Publisher

ACM

Reference37 articles.

1. 2016. Accidents on IndiaâĂŹs deadly roads cost the economy over $8 billion every year. https://qz.com/india/689860/accidents-on-indias-deadly-roads-cost-the-\economy-over-8-billion-every-year/. 2016. Accidents on IndiaâĂŹs deadly roads cost the economy over $8 billion every year. https://qz.com/india/689860/accidents-on-indias-deadly-roads-cost-the-\economy-over-8-billion-every-year/.

2. 2018. 400 deaths a day are forcing India to take car safety seriously. https://economictimes.indiatimes.com/news/politics-and-nation/400-deaths-a-day-are-forcing-india-to-take-car-safety-\seriously/articleshow/62439700.cms. 2018. 400 deaths a day are forcing India to take car safety seriously. https://economictimes.indiatimes.com/news/politics-and-nation/400-deaths-a-day-are-forcing-india-to-take-car-safety-\seriously/articleshow/62439700.cms.

3. 2018. Metro Cities Waste Rs 1.5 Lakh Crore Per Year Due To Traffic Congestion Kolkata Tops The List. https://www.indiatimes.com/news/india/traffic-congestion-costs-four-major-indian-cities-\rs-1-5-lakh-crore-a-year-344216.html. 2018. Metro Cities Waste Rs 1.5 Lakh Crore Per Year Due To Traffic Congestion Kolkata Tops The List. https://www.indiatimes.com/news/india/traffic-congestion-costs-four-major-indian-cities-\rs-1-5-lakh-crore-a-year-344216.html.

4. 2018. Traffic congestion costs four major Indian cities Rs 1.5 lakh crore a year. https://timesofindia.indiatimes.com/india/traffic-congestion-costs-four-major-indian-cities-\rs-1-5-lakh-crore-a-year/articleshow/63918040.cms. 2018. Traffic congestion costs four major Indian cities Rs 1.5 lakh crore a year. https://timesofindia.indiatimes.com/india/traffic-congestion-costs-four-major-indian-cities-\rs-1-5-lakh-crore-a-year/articleshow/63918040.cms.

5. 2018. Traffic jam in 4 metros costs more than entire Rail budget; this city has worst peak-hour congestion. https://www.financialexpress.com/economy/traffic-jam-in-4-metros-costs-more-than-entire-rail-\budget-this-city-has-worst-peak-hour-congestion/1146356/. 2018. Traffic jam in 4 metros costs more than entire Rail budget; this city has worst peak-hour congestion. https://www.financialexpress.com/economy/traffic-jam-in-4-metros-costs-more-than-entire-rail-\budget-this-city-has-worst-peak-hour-congestion/1146356/.

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1. Computer Vision Application: Vehicle Counting and Classification System from Real Time Videos;International Journal of Advanced Research in Science, Communication and Technology;2024-01-12

2. Convolutional Neural Network-Based Vehicle Classification in Low-Quality Imaging Conditions for Internet of Things Devices;Sustainability;2023-11-24

3. Automated Vehicle Counting from Pre-Recorded Video Using You Only Look Once (YOLO) Object Detection Model;Journal of Imaging;2023-06-27

4. Vehicle Lane Detection for Accident Prevention and Smart Autodrive Using OpenCV;2023 International Conference on Computer Communication and Informatics (ICCCI);2023-01-23

5. Vehicle Image Classification Method Using Vision Transformer;Artificial Intelligence and Industrial Applications;2023

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