How is machine learning used in image processing?

How is machine learning used in image processing?

Machine learning is used in image processing for tasks like object detection, image classification, and segmentation.

Can you give me an example of object detection?

Sure! An example is using convolutional neural networks (CNNs) to identify and locate objects in images, like cars in traffic.

What are some popular algorithms for image classification?

Some popular algorithms include CNNs, support vector machines (SVM), and decision trees.

How does image segmentation work?

Image segmentation divides an image into segments to simplify its representation, often using techniques like U-Net or Mask R-CNN.