Aspect ratio and shot boundary detection

Automat­i­cally analyze video content with advanced aspect ratio detection and intel­ligent scene boundary identi­fi­cation

Video Intel­li­gence

Smart aspect ratio and frame detection in action

DeepVA provides two powerful AI-driven analysis capabil­ities to enable compre­hensive video content under­standing. Our aspect ratio detection function automat­i­cally analyzes media content — both video and still images — to determine displayed aspect ratios, detecting and logging format types such as 16:9, 4:3, 1:1, 9:16, or custom dimen­sions. The platform can handle content with mixed aspect ratios over time, providing timestamped changes within video sequences.

As an added value feature, the platform includes intel­ligent shot boundary detection that automat­i­cally identifies scene transi­tions and struc­tural changes within video content, enabling enhanced workflow automation and content organi­zation capabil­ities.

The benefits of choosing us

Automated format intel­li­gence

Automat­i­cally detects and logs the format of media assets, saving time in post-production and metadata management while ensuring correct formatting for cross-platform publishing.

Enhanced content organi­zation

Combines aspect ratio classi­fi­cation with intel­ligent scene detection to provide both technical and struc­tural metadata, supporting compre­hensive content management and automated workflow processes.

Seamless Integration

Delivers struc­tured output with confi­dence scores and timestamps for easy integration into CMS, DAM, or QC systems, enabling automated formatting decisions and quality control processes.

Aspect Ratio and Shot Boundary 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

Our DeepVA Platform delivers compre­hensive analysis capabil­ities that transform how you handle video content. By combining aspect ratio detection with intel­ligent scene boundary identi­fi­cation, you’ll receive detailed insights that streamline your entire video workflow.

Smart format detection

Automatic aspect ratio classi­fi­cation with timestamped changes and confi­dence scores for precise format identi­fi­cation across all media content types.

Intel­ligent frame analysis

Advanced shot boundary detection that identifies scene transi­tions and struc­tural changes to enable automated content segmen­tation and workflow optimization.

Complete metadata package

Struc­tured output with technical and creative metadata delivered in JSON format for seamless integration into existing content management and quality control systems.

frequently asked questions

Have a question? We’ve got answers

Which aspect ratios and scene types can the platform detect?
The platform detects all common aspect ratios including 16:9, 4:3, 9:16, 1:1, 21:9, and custom formats, while simul­ta­ne­ously identi­fying various scene transition types including cuts, fades, and dissolves for compre­hensive content analysis.
Does it work with both videos and images?
Yes, the platform analyzes both still images and video files, providing frame-by-frame analysis within longer video sequences and detecting format changes and scene bound­aries throughout the content timeline.
How are analysis results delivered?
All analysis data is provided as struc­tured metadata (JSON format) including confi­dence scores, timestamps for video files, aspect ratio classi­fi­ca­tions, and scene boundary markers for seamless integration into existing workflows.
Can it handle mixed formats and complex transi­tions?
Yes, the platform excels at detecting changes in aspect ratio over time and identi­fying complex scene transi­tions, making it ideal for analyzing edited content with different formats and sophis­ti­cated post-production techniques.
What integration options are available?
The platform offers flexible integration through APIs, batch processing capabil­ities, and direct integration with popular CMS, DAM, and video management systems, supporting both real-time and batch analysis workflows.
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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