Definition
AI systems that can interpret and understand visual information from images and video.
In Depth
Computer vision includes image classification, object detection, OCR, facial recognition, and visual inspection. Deep learning models like CNNs and Vision Transformers (ViT) have achieved human-level performance on many visual tasks.
Example Usage
Automating quality inspection on a manufacturing line by having a camera detect defects in products as they pass.
Business Context
Computer vision automates visual tasks that previously required human eyes — from document scanning to inventory counting to security monitoring.
Related Terms
Embeddings
Numerical representations of text that capture semantic meaning for AI processing.
Few-shot Learning
Teaching AI models new tasks with just a few examples.
Generative AI
AI systems that can create new content including text, images, code, and data based on training patt...
Hallucination
When AI models generate false or nonsensical information that appears plausible.
Inference
The process of using a trained AI model to make predictions or generate outputs on new data — the 'p...
Also Known As
Tags
Quick Info
Need help implementing this in your business?
Get Started