QR Code Detection for media & broadcast

In the fast-moving world of visual content, QR codes are more than black-and-white boxes—they’re links, signals, metadata anchors. Our AI-powered QR Code Detection tool scans every frame of your media to detect QR codes, decode them, and return usable data.

QR code analysis

Detect, decode, and deliver with AI

The QR Code Detection model scans image and video files to automat­i­cally identify and decode machine-readable QR codes—both static and dynamic. Whether the code contains a URL, an identifier, or metadata for tracking, the model extracts it and returns the infor­mation as clean, struc­tured output.

It works reliably even in fast-moving or low-resolution footage, allowing scalable and accurate qr code analysis across massive content libraries. The result? Less manual work, more meaningful data—and total control over what’s in your content.

Main benefits of this module

Automat­i­cally detect QR codes

Identify multiple QR codes per frame in video or image content—frame-by-frame, at scale, and with no manual input required.

Decode and extract metadata

Instantly decode QR codes to reveal embedded data like campaign URLs, IDs, or time-based triggers—enriching your media with context.

Seamless integration

Results are delivered as struc­tured JSON, ready for integration into media workflows, CMS platforms, compliance tools, or analytics systems.

QR Code Detection module is part of our Deep Media Analyzer appli­cation. Check it out now: 

Deep Media Analyzer

Gain insights from your visual data

What you’ll get

Built to solve real-world challenges in media production, monitoring, and compliance, the model offers:

Multi-code detection per frame

Whether it’s a product video with several packaging elements or a broadcast overlay with multiple scannable areas, the system picks up each unique code.

Support for static and dynamic QR formats

Whether the QR code links to a permanent webpage (static) or generates a different desti­nation per scan or timestamp (dynamic), the model handles both.

Confi­dence scoring

Each detected QR code includes a confi­dence score — a numerical value that tells you how certain the system is about the accuracy of the read.

Timestamped results for video content

Every QR code detection is tagged with the exact second it appears in the video — perfect for compliance tracking, editing, or triggering linked content at the right time.

Integration-ready JSON output for automation workflows

Detected QR code data is returned in a struc­tured JSON format — ideal for integration into CMS platforms, compliance tools, or automated content tagging systems.

frequently asked questions

Have a question? We’ve got answers

What types of QR codes can be detected?
The model detects standard QR codes of various formats and sizes, including static and dynamic codes that encode URLs, IDs, timestamps, or other string-based content.
How accurate is the detection?
Each detection includes a confi­dence score, and the system performs reliably even in low-resolution or fast-moving video — provided the QR code is at least partially visible.
Can the model read multiple QR codes in one frame?
Yes. The model can detect and extract multiple QR codes simul­ta­ne­ously in a single image or video frame.
How is the QR data used downstream?
Detected content can be exported as struc­tured metadata, used to trigger workflows, or linked to analytics systems, CMS platforms, or compliance databases.
Is your service GDPR compliant?

Yes, DeepVA is fully GDPR compliant. We take data protection and privacy seriously and ensure that all personal data is processed in accor­dance with GDPR regula­tions.

How is my data handled? Does the AI learn from my data?

You have full control over your data on our AI platform, ensuring it remains secure and compliant. By default, we do not use your data to train our models, keeping it propri­etary. However, you have the option to train models using your data, and in that case, it will remain exclusive to your organi­zation.

What type of data do you store?

By default, we do not process your data beyond what is required to provide our services. If additional processing is necessary, it will only occur as outlined in your instruc­tions or where legally required. For example, data may be trans­ferred or processed as needed to fulfill service require­ments, always in alignment with our agree­ments.

To learn more about how we process data and the safeguards in place, please refer to our Data Processing Agreement.

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