How Computer Vision works.
Computer vision powers systems that interpret images or video, including classification, object detection, optical character recognition, segmentation, tracking, and visual question answering. General multimodal models can handle broad image-and-language tasks, while dedicated vision models may be a better fit for high-volume, real-time, or tightly measured detection work.
Common production uses include extracting fields from receipts, describing images for accessibility, inspecting products, moderating media, and reading forms. The right system depends on the required accuracy, speed, privacy, device constraints, and whether the output needs to be measured against a labeled dataset.
Where it helps.
- 01Receipt and invoice scanning
- 02Content moderation
- 03Product recognition from photos
- 04Document OCR and data extraction
- 05Accessibility image descriptions