Advertising

Video Ad Classification

Automatically classify video ads using IAB taxonomy and extract key moments for better targeting and performance analysis.

64.6K runs

Implementation

// Configure video ad classification pipeline
const pipeline = new MixpeekPipeline({
  featureExtractors: [
    'scene-detection',
    'object-detection',
    'speech-to-text',
    'content-classification'
  ],
  retrievers: ['knn', 'hybrid-knn']
});

// Process video ad content
const results = await pipeline.process(adVideoFile);

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Components

Feature Extractors

Scene Detection

Detect and classify scenes in video content

450K runs

Object Detection

Identify and locate objects within images with bounding boxes

631K runs

Speech to Text

Convert speech content to text with timestamps and confidence scores

0K runs

Content Classification

Classify video content by category and attributes

380K runs

Retrievers

KNN Search

K-Nearest Neighbor search for finding similar vectors based on distance metrics

450K runs

Hybrid KNN Search

Combines vector similarity with keyword matching for improved retrieval accuracy

325K runs

Additional Resources

Industry Resources

Advertising Resources