Page 35 - TT mag Sept 2025 Digital Edition

ITS

The smart tech behind MLFF
brings together cutting-edge
technologies such as ANPR and
high-definition cameras using AI Smart traffic and tolling
and OCR to read vehicle number solutions are in demand
plates—whether standard or worldwide. We are
HSRP—with high accuracy. They committed to building
work reliably in all conditions:
day or night, rain, fog or bright systems that improve
sunlight, thanks to infrared & safety and efficiency
LED-assisted imaging. Using deep for both commuters and
learning & image recognition, the operators. Our vision is to
system automatically detects and make highways in India
classifies vehicles into categories more seamless.”
such as three-wheelers, cars, mini
and LCVs, minibuses, trucks, multi- — Saurabh Khanna
axles and OSV/EMVs. This ensures
the right toll is charged for every
type of vehicle, every time.
Unlike cloud-only systems, MLFF
uses powerful edge computing
(processing done on-site) to
analyze images and data instantly. road infrastructure. All key of AI, automation and next-gen
This reduces delays and improves components—RFID readers, LiDAR infrastructure, MLFF is playing a
system performance. Every vehicle sensors, high-definition cameras key role in shaping India’s digital
passing through is recorded with and computing units are mounted mobility future. The benefits are
vehicle number, type, time and overhead, eliminating the need for far-reaching: smoother traffic
date stamp and travel direction. toll booths or road modifications. flow, reduced fuel consumption,
This data helps with live traffic This unobtrusive design keeps lower emissions, improved
monitoring, dispute resolution and traffic flowing effortlessly, reduces transparency and compliance.
better enforcement—keeping the construction costs and makes Importantly, MLFF turns tolling
system transparent and fair.
deployment quick, scalable and into a seamless, invisible process
MLFF is engineered to work budget-friendly across diverse that enhances travel experience
without disrupting existing road networks. With the power for millions.

Smart Tolling Solutions

AI-Powered Multi-Lane Free Flow

www.trafficinfratech.com • TrafficInfraTech • SEPTEMBER 2025 35