Computer Vision
Computer Vision (CV) is a field of AI that enables machines to interpret and understand visual information from the world, such as images and videos. CV powers applications in healthcare, autonomous vehicles, security, and more.
Core Concepts of Computer Vision
- Image Classification: Identifying the object or scene in an image.
- Object Detection: Locating and labeling multiple objects within an image or video.
- Segmentation: Dividing an image into meaningful parts for detailed analysis.
- Facial Recognition: Identifying or verifying individuals using facial features.
- Image Generation: Creating realistic images using generative models like GANs.
Applications of Computer Vision
- Healthcare: analyzing medical images for diagnosis (e.g., X-rays, MRIs)
- Autonomous Vehicles: detecting obstacles, pedestrians, and traffic signs
- Security: surveillance, facial recognition, and anomaly detection
- Retail: inventory management, automated checkout, and customer analytics
- Manufacturing: quality control and defect detection
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