Internship - Query image retrieval
Since our founding, IDEMIA has been on a mission to unlock the world and make it safer through our cutting-edge identity technologies. Our technology leadership makes us the partner of choice for hundreds of governments and thousands of enterprises in over 180 countries, including some of the biggest and most influential brands in the world. In applying our unique expertise in biometrics and cryptography, we enable our clients to unlock simpler and safer ways to pay, connect, access, identify, travel and protect public places – at scale and in total security.
Our teams work from 5 continents and speak 100+ different languages. We strongly believe that our diversity is a key driver of innovation and performance.
Purpose
We are seeking a motivated intern to design, implement, and evaluate deep learning algorithms for the query image retrieval task, specifically applied to identity documents. The solution will need to discriminate between images with subtle differences, such as text written in different fonts or with a single character variation.
The intern will join a team focused on developing advanced algorithms for identity document authentication, contributing to projects that enhance document security.
Key Missions
- Research and analyze state-of-the-art query image retrieval methods
- Develop deep learning models capable of detecting fine-grained differences in images
- Evaluate model accuracy and efficiency on relevant datasets
- Collaborate with the team to implement and integrate solutions
Profile & Other Information
Education
- Engineering student in the final year of the engineering cycle, or a Master’s student specializing in deep learning, computer vision, and image processing
Technical Skills
- Strong background in image processing, computer vision, and deep learning (preferably with PyTorch)
Soft Skills & Languages
- Curious, proactive, and autonomous
- Fluent in English, both spoken and written
By choosing to work at IDEMIA, you will join a unique tech company, offering a wide range of growth opportunities. You will contribute to a safer world, collaborating with an international and global community. We value the diversity of our teams and welcome people from all walks of life, regardless of how they look, where they come from, who they love, or what they think.
We deliver cutting edge, future proof innovation that reach the highest technological standards and we’re transforming, fast, to stay a leader in a world that’s changing fast, too.
At IDEMIA, people can develop their expertise and feel a sense of ownership and empowerment, in a global environment, as part of a company with the ambition and the ability to change the world.
Visit our website to know more about the leader in Identity Technologies