Manage the crowd with machine learning

A Crowd Counting Demo
with Kinesis Video

• What if your cameras could scan the room and immediately tell you how many people are in the standing-room-only crowd?

• Imagine if the city transportation department had cameras counting in real-time the number of people waiting for the #22 bus, and could immediately dispatch additional buses to accommodate rush hour and unexpected surges?

• Consider how much more quickly and easily ranchers could count livestock in a given area to better track and manage their assets?

Building a way to count - fast, accurate and effective

Mobiquity designed and engineered a crowd counting mobile application for AWS, to prove out the combined power of mobile, video streaming to Kinesis Video Streams, and the machine learning capabilities of SageMaker. The result is a working mobile application, which allows a user to scan a room and count the number of people, determined by an object detection model which is trained to recognize 'heads and shoulders' patterns.


This can be modified to recognize different shaped objects - such as cars or livestock.  There are multiple use cases for which this combination of technology can be effective.

Our Services

We blend teams of consultants, analysts, designers, developers, and data scientists together to consider every dimension of a digital business.

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The Mobiquity Difference

If you want to be successful in today's complex IT environment, and remain that way tomorrow and into the future, teaming up with an AWS Competency Partner is The Next Smart.

Collaborative Approach

We blend strategy, design and engineering teams together to consider every dimension of a digital business.


Properly governed, scalable, resilient and secure cloud architectures.


Extensive microservices architecture experience enables rapid deployment of new experiences.


Experience across all digital engagement channels, including voice, chatbot, mobile, call center, and IoT.


We align business and technology stakeholders on their goals, customer journeys and desired digital touchpoints to create an action plan.

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