In the above video you will learn what is computer vision and how does it work in a simplified and easy to understand hindi language.
What is Computer Vision?
Computer vision is a field of artificial intelligence that enables computers and systems to derive meaningful information from digital images, videos, and other visual inputs. It seeks to automate tasks that the human visual system can do. Computer vision algorithms interpret, understand, and reconstruct the visual world, translating visual content into decisions or actions
How Computer Vision Works?
Computer vision employs various algorithms and techniques. These include image processing, machine learning, and pattern recognition. Image processing techniques help in enhancing the image quality. They also prepare data for further analysis.
Machine learning plays a crucial role in computer vision. It allows computers to learn from existing visual data. As a result, they can make intelligent decisions based on new images. For example, a computer can learn to recognize different objects in an image. This is done by training it with numerous labeled images. These are known as training datasets.
The process starts with image acquisition. Cameras or sensors capture visual inputs. These inputs are then digitized for processing.
Image Processing
Software processes the digitized images. It detects, classifies, and understands the images without human intervention.
Applications of Computer Vision
It has many applications. These include autonomous driving, medical imaging, and surveillance systems. Each uses distinct models and algorithms tailored for specific tasks.
Future of Computer Vision
The field is rapidly advancing. New techniques and improvements emerge regularly. These advancements continually expand the potential applications of computer vision.
