Definition
Computer Vision is a field of AI that trains computers to interpret and understand the visual world using digital images, videos, and deep learning models.
- **Key Tasks:**
- Image Classification: What's in this image?
- Object Detection: Where are objects in the image?
- Segmentation: Pixel-level classification
- Face Recognition: Identifying individuals
- OCR: Reading text from images
Technologies: - Convolutional Neural Networks (CNNs) - Vision Transformers (ViT) - YOLO (You Only Look Once) - CLIP (Connecting text and images)
Applications: - Autonomous vehicles - Medical imaging - Security and surveillance - Augmented reality
Examples
Tesla Autopilot uses computer vision to understand the road environment.
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