AN AI TO AUTOMATE
TOLLING CLASSIFICATION

Tollsense is a new-generation vehicle classification software,
using deep learning to classify automatically a vehicle flow at tolls, in real time

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THE AUTOMATION OF A TIME-CONSUMING PROCESS

TollSense enables operators of highways concessions to automatically detect the right class of each vehicle
passing through the toll gate, only by watching a photo or a video - whatever the classification rules are.

It relies on an expert model based on deep learning and thus improves dramatically the road manager
operational efficiency, by relieving him of most misclassification cases to reprocess.

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30M

classified
transactions

ALREADY AT SCALE
AT VINCI AUTOROUTES

Already 30 million toll transactions classified
by TollSense at VINCI Autoroutes:
as many transactions to reprocess avoided to operators

AN ALGORITHM TRAINED ON MILLIONS OF IMAGES

To create a high-performance classification algorithm
based on deep learning, cyclope.ai has gathered:

LABELIZED DATA

The first step in any development is to build a
"labeled" dataset, ie annotated with their results.

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AN AI MODEL

We then use this labeled dataset to train a model
that studies the relationship between
the image properties and the annotated result.

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PERFORMANCE ACCELERATION

Deep learning gives the algorithm a self-learning ability, which allows it to improve autonomously
and continuously.
Thus, the more data is provided, the more precise the model is and can learn how to recognize
all complex classification cases

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INDUSTRIAL DEPLOYMENT

Once the performance level required by the operator has been reached, the classification algorithm
can be deployed at scale on the entire road network, through a backoffice integration or directly into the lane.

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WHY IMPLEMENTING TOLLSENSE ?

Performance

A model as powerful as a classification expert.

Real time

The API gives an answer in less than 250 ms.

Self-learning

Algorithms improve continuously, learning from its own mistakes

Privacy

Thanks to an anonymization technology, we are 100% GDPR compliant

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UNPRECEDENTED PERFORMANCE LEVEL

Now our Tollsense algorithm achieves unequaled
detection performance: trained on already 30 millions of photos,
it takes into account almost all the special cases and recognizes
in just a few milliseconds the vehicle right class.

A TURNKEY SYSTEM

Tollsense is aproduct easy to integrate, even into complex systems
such as a toll system: it presents itself as a unique API,
easy to connect, and which does not generate any equipment
cost (cameras, civil engineering, etc. .)

RESPECTING CONSTRAINTS
ON PERSONAL DATA

Our solution anonymizing and blurring people, silhouettes and plates, make us fully compliant with the new European framework
on the use of personal data (GDPR).

It enables us to create anonymous data sets and thus to store
a large volume of training data, makingitpossible to bring
our algorithms always further.

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