What Computer Vision Meaning, Applications & Example
A field of AI that enables computers to derive meaning from digital images.
What is Computer Vision?
Computer Vision is a field of artificial intelligence that enables computers to interpret and understand visual information from the world. By processing images or video, computer vision models can identify objects, detect patterns, and perform tasks that typically require human vision.
Types of Computer Vision
- Image Classification: Assigns a label to an entire image, such as identifying a photo as containing a dog or a cat.
- Object Detection : Identifies and locates specific objects within an image, often by drawing bounding boxes around them.
- Image Segmentation: Divides an image into regions to identify and classify each part, such as distinguishing objects from the background.
Applications of Computer Vision
- Autonomous Vehicles: Enables cars to detect and respond to road signs, pedestrians, and other vehicles.
- Healthcare: Assists in analyzing medical images, such as X-rays and MRIs, for diagnosis.
- Retail: Supports inventory management, customer behavior analysis, and checkout-free shopping experiences.
Example of Computer Vision
An example of Computer Vision is in facial recognition systems, where it identifies and verifies individuals based on their facial features, often used in security and authentication.