Master Thesis Intern
Axis Communications
Master Thesis Intern
Axis Communications
Network-based security cameras and access control
Category
Computer Vision, Artificial Intelligence, Edge AI, Deep Learning, Statistics, Automation
Scope
One or two students completing a 30-credit Master thesis each
Background
Edge AI video analytics enables object detection and event generation directly on cameras, providing actionable insights in real time for applications such as security, safety, business intelligence, and operational efficiency.
Annotated datasets are widely used when developing deep learning models, but they are not available in edge deployments, where cameras continuously monitor live scenes. In addition, analytics performance can be affected by environmental conditions, camera installation, and system load. This variability makes it challenging to evaluate performance systematically under real-world conditions.
As a result, there is a growing need for standardized methods to test, benchmark, and validate end-to-end video analytics systems operating at the edge.
Goal
The objective of this thesis is to develop a framework for the automated validation of Edge AI video analytics systems. The project will investigate how live video and controlled test environments can be used to measure analytics performance, and how the results relate to real-world deployments.
The outcome will be a prototype framework for automated testing, data collection, and performance analysis of end-to-end video analytics systems.
The work may involve:
The project combines knowledge of computer vision and machine learning with software engineering and applied statistics.
Who are you?
We’re looking for one or two Master’s students with strong analytical skills and an interest in AI-driven systems.
Your studies may be in a field such as:
You may also have experience or an interest in one or more of these areas:
OK, I am interested! What do I do now?
You are valuable to us – how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.
Who to contact for any questions regarding the position!
Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.
We enable a smarter and safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.
With around 6,000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.
Let´s create a smarter and safer world
For more information about Axis, please visit our website www.axis.com.
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Network-based security cameras and access control
Axis Communications provides network-based security solutions for businesses, including IP cameras, network audio systems, and access control. It uses ThinServer Technology to optimize performance and scalability by integrating devices and software over IP networks. It differentiates itself with a broad, integrated portfolio of interoperable, enterprise-grade security solutions backed by the Canon Group. Its goal is to improve security and operational efficiency through reliable, scalable, and integrated network-based surveillance and access systems.
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