Traffic Light Detection for Self-Driving Cars using the YOLOv8 architecture

Author:

Gupta Aditya1ORCID,Gupta Ayushi1ORCID,Raj Gaurav1ORCID,Choudhury Tanupriya2ORCID,Sar Ayan3ORCID,Kotecha Ketan4ORCID,Ozseven Turgut5ORCID

Affiliation:

1. Sharda University, India

2. CSE Dept., Graphic Era Deemed to be University, India

3. University of Petroleum and Energy Studies, India

4. Symbiosis Institute of Technology, Lavale, Pune, 412115, India., Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University) (SIU), India

5. Tokat Gaziosmanpasa University, Turkiye

Funder

We thank to receive the funding for this research work from RSF (Research Support funding) from Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU),Lavale Campus, Pune, Maharashtra,412115, India.

Publisher

ACM

Reference7 articles.

1. Traffic sign recognition based on SVM and convolutional neural network

2. Traffic Sign Detection and Recognition using a CNN Ensemble

3. Sudha S. K. Mahathi L 2016 A Real-Time System for Detection and Recognition of Traffic Signs INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) NCETET – 2016 (Volume 4 – Issue 17)

4. Hasan, Nazmul & Anzum, Tanvir & Jahan, Nusrat. (2020). Traffic Sign Recognition System (TSRS): SVM and Convolutional Neural Network. 10.1007/978-981-15-7345-3_6.

5. Automatic traffic sign detection and recognition in video sequences

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