Overview
Computer vision allows machines to 'see' and process images and videos, extracting meaningful information for tasks like facial recognition or object detection.
Core Technologies
- Convolutional Neural Networks (CNNs): The standard architecture for image processing.
- Vision Transformers (ViTs): Applying transformer architecture to visual data.
Applications
- Autonomous vehicles (detecting pedestrians and signs).
- Medical imaging (identifying tumors in X-rays).
- Content moderation (detecting prohibited images).