What are some common image recognition techniques used in AI?

What are some common image recognition techniques used in AI?

Some common techniques include convolutional neural networks (CNNs), image segmentation, and feature extraction.

Can you explain how convolutional neural networks work?

Sure! CNNs use layers of filters to automatically detect features in images, reducing the need for manual feature extraction.

What is image segmentation and why is it important?

Image segmentation involves dividing an image into parts for easier analysis, crucial for tasks like object detection.

Are there any real-world applications of these techniques?

Yes, they are used in facial recognition, autonomous vehicles, and medical imaging, among other fields.