Internship Low quality barcode decoding

Description courte

At IDEMIA Public Security we support governments and public institutions with advanced identity and security solutions.

Our teams develop technologies that help build a safer world by protecting people assets and identities.

IDEMIA develops high-performance algorithms to authenticate Identity documents. One of them is the barcoding decoding algorithm. Barcodes are useful to check the consistency between the text written on the document and the one encoded in the case of low-quality barcode the percentage of failures is more important. Low-quality means blurred image low resolution image or badly printed barcodes. The purpose of the internship is to design implement and evaluate deep learning algorithms to improve the percentage of decoded barcodes. It can be restoration algorithms binarization algorithms super-resolution algorithms or the combination of these algorithms.

Key Missions

• Design implement and evaluate deep learning algorithms to improve the percentage of decoded barcodes
• Develop deep learning models to enhance degraded barcode images
• Build and preprocess datasets with real and synthetic degradations
• Train and evaluate models in PyTorch using advanced vision architectures

Profile & Other Information

Education

Soft skills & languages

The internship will last 6 months starting in 2026 and will be based in Osny Val dOise France.

The intern will integrate a team of AI scientists who work on algorithms to authenticate Identity Documents.

Required Experience :

Intern

Key Skills

Access Control System,Compliance,Furniture,Housekeeping,Assembling,Building Electrician

Employment Type : Trainee

Experience : years

Vacancy : 1