'Safe Kerala' AI camera traffic surveillance

The state of Kerala, India, switched on an AI-powered system in June 2023 for detecting traffic violations and issuing penalties as part of its 'Safe Kerala' project, which aims to reduce road accidents and traffic violations.

Built by state enterprise Keltron and operated by Kerala's Motor Vehicle Department, the system consists of 726 deep learning-equipped cameras spread across the state that automatically detect violations and issues penalities ('challans') to violators. 

Operator: Kerala Motor Vehicle Department; Keltron
Developer: Keltron; NVIDIA; Trois Infotech
Country: India
Sector: Govt - municipal
Purpose: Monitor traffic violations
Technology: CCTV; Computer vision; Deep learning; Machine learning; Object recognition
Issue: Accuracy/reliability; Bias/discrimination - income; Oversight/review; Supply chain management
Transparency: Governance

Risks and harms 🛑

The Safe Kerala system has been criticised for poor governance, transparency and accountability, as well as glitches and inaccuracies that have resulted in the issuance of unfair penalties, leading to citizen financial losses.

Procurement 

Glitches

Unfairness

Page info
Type: System
Published: June 2023
Last updated: May 2024