Computer Vision

Computer Vision is a crucial branch of artificial intelligence focused on enabling machines to interpret visual information. It encompasses tasks such as image classification, object detection, and face recognition, utilizing techniques ranging from traditional feature extraction to modern deep learning methods. The versatility of computer vision finds applications in diverse fields such as transportation, healthcare, and retail.

Sections

  • 9

    Computer Vision

    Computer Vision empowers machines to interpret visual information, automating tasks typically performed by the human visual system.

  • 9.1

    Introduction To Computer Vision

    Computer Vision is a branch of AI focused on enabling machines to interpret and understand visual data, automating tasks such as object recognition and scene understanding.

  • 9.2

    Image Classification And Object Detection

    Image classification and object detection are crucial components of computer vision, enabling machines to categorize images and locate objects within them.

  • 9.2.1

    Image Classification

    Image classification involves assigning labels to entire images based on their content.

  • 9.2.2

    Object Detection

    Object detection involves locating and classifying objects within an image, providing outputs such as bounding boxes and confidence scores.

  • 9.3

    Face Recognition

    Face recognition is the process of identifying or verifying individuals through their facial features.

  • 9.4

    Real-World Applications Of Computer Vision

    This section explores various practical applications of computer vision, including self-driving cars, medical imaging, retail, agriculture, and manufacturing.

  • 9.4.1

    Self-Driving Cars

    Self-driving cars utilize computer vision to navigate roads by detecting objects, tracking motion, and understanding environmental conditions.

  • 9.4.2

    Other Applications

    This section explores various real-world applications of computer vision beyond self-driving cars, including fields like medical imaging, retail, agriculture, and manufacturing.

Class Notes

Memorization

What we have learnt

  • Computer Vision allows mach...
  • Deep learning significantly...
  • Computer vision application...

Final Test

Revision Tests

Chapter FAQs