The client needed to replace manual and error-prone ad spotting with a high-accuracy AI-powered advertisement detection system that could run privately at the edge. Key requirements included precise ad recognition in both video and audio, support for multiple languages, and offline processing to minimize bandwidth usage, protect sensitive multimedia content, and reduce operational costs.
The solution was delivered as a self-contained Docker application with a full CLI, ensuring portability, easy maintenance, and scalability. Designed for robustness and future-readiness, this AI-driven advertisement detection solution empowers businesses to automate ad tracking while maintaining efficiency, privacy, and cost control.
Product Quality
Achieved 96.36% accuracy in ad recognition
Cost Reduction
Eliminated cloud dependency by deploying AI at the edge
Scalability
Scaled seamlessly with demand via Docker portability
Time Savings
Automated ad detection eliminates manual reviewing to drastically speed up media tracking
Product Quality
Achieved 96.36% accuracy in ad recognition
Cost Reduction
Eliminated cloud dependency by deploying AI at the edge
Scalability
Scaled seamlessly with demand via Docker portability
Time Savings
Automated ad detection eliminates manual reviewing to drastically speed up media tracking
Proposed Solutions
AI at the edge for smarter advertisement detection
From manual spotting to 96% accurate detection
The client transitioned from manual ad spotting to an AI-powered advertisement detection system achieving 96.36% average accuracy with minimal timing offsets across English, Spanish, Basque, Catalan, and Galician. By deploying AI at the edge, the solution eliminates constant cloud dependency, reducing costs, accelerating processing, and ensuring full control of sensitive multimedia content. This not only simplifies compliance but also minimizes manual effort and enables confident verification.
In practice, the system streamlines multimedia operations, strengthens advertiser relationships, and scales seamlessly with demand. Built to support reliable, multilingual ad detection technology, the solution reflects Fluendo’s commitment to delivering future-ready AI solutions for multimedia content analysis.
AI at the edge for smarter advertisement detection
From manual spotting to 96% accurate detection
The client transitioned from manual ad spotting to an AI-powered advertisement detection system achieving 96.36% average accuracy with minimal timing offsets across English, Spanish, Basque, Catalan, and Galician. By deploying AI at the edge, the solution eliminates constant cloud dependency, reducing costs, accelerating processing, and ensuring full control of sensitive multimedia content. This not only simplifies compliance but also minimizes manual effort and enables confident verification.
In practice, the system streamlines multimedia operations, strengthens advertiser relationships, and scales seamlessly with demand. Built to support reliable, multilingual ad detection technology, the solution reflects Fluendo’s commitment to delivering future-ready AI solutions for multimedia content analysis.