Vehant Research Lab Challenge


Quality Aware Seatbelt/No-Seatbelt Image Classification


This challenge calls for participants to propose an effective approach for classifying images based on seatbelt presence. The emphasis lies on developing a solution that remains robust across varying lighting and weather conditions. Evaluation criteria include high accuracy for seatbelt or no seatbelt classes with an image quality dependent confidence score. Participants are encouraged to explore innovative techniques to ensure the reliability and adaptability of their proposed solution.

Participation Rules

  • Participant must use the data for the competition, and should not be shared with any one as it is having Vehant copyright.
  • Registration with multiple email IDs of the same group or individual is strictly prohibited.
  • The decision for awards by organizers will be final.

Register here


Topic Dates
Last date for registration 5 Jan 2024
Release of training data 9 Jan 2024
Last date for Submission to Challenge 16 Feb 2024
Announcement of Challenge Winners 10 Mar 2024


Vehant Technologies, is dedicated to pioneering innovation in Urban Security, Smart & Safe City Solutions, and Enterprise Analytics. Our adept R&D team focuses on advancing security solutions through cutting-edge image processing technology. We foster active industry-academia collaborations with esteemed institutions such as IIIT Delhi, IIT Mandi, IIT Jodhpur, and IIT Delhi, ensuring continuous advancements in security technology. Faculty from the institutes as well as sponsored MTech students are working closely with our team on research projects for Vehant. Vehant was incubated in Indian Institute of Technology (IIT)-Delhi in 2005. Our products are designed & developed in India ; manufactured in India and Europe to meet global standards, features and quality.



For any queries please mail to -