đī¸ Vision¶
Overview¶
Vision Services in AIForged harness advanced AI and deep learning to detect, classify, and analyze objects, faces, scenes, and content within images and PDFs. These services can be configured as standalone processors or as verification/enrichment steps, enabling you to automate visual analysis, compliance, and enrichment in your document and media workflows.
Info
Use Vision Services to automatically classify images, flag sensitive content, extract object metadata, or enrich extracted fields from Document Intelligence with visual insights.
The following are the latest and most capable Vision Services available in AIForged:
| Service Name | Best Suited For | Quick Link |
|---|---|---|
| Google Object Detection | Detecting objects, faces, emotions, and unsafe content in images | google-object-detection |
| Microsoft Object Detection | Tagging objects, faces, landmarks, and moderation in images or PDFs | microsoft-object-detection |
Info
Configure vision services as standalone pipelines or as verification services (called by the rules engine) to enrich extracted image fields from Document Intelligence or other providers.
Typical Use Cases¶
- Detect and label objects (people, vehicles, products, etc.) in scanned or uploaded images
- Identify faces, estimate age/gender, and detect emotions for compliance or analytics
- Flag racy, violent, or medical content for compliance and workflow routing
- Enrich extracted fields (e.g., figures, signatures) from Document Intelligence with visual metadata
- Automate sorting, flagging, or downstream processing based on image content
Info
Vision services can be combined with extraction, classification, and workflow utilities for advanced, automated document and media pipelines.