What is the primary goal of Artificial Intelligence in Data Sciences?

To understand and analyze real-world situations using data.

Fill in the blanks: Computer Vision allows machines to ___ and ___ images or visual data.

See and understand

True or False: Facial recognition is only used in schools for student attendance.

False. Facial recognition is also used in smart cities and homes for security purposes.

What are the three primary colors used in RGB images?

Red, Green, and Blue.

Riddle: I can identify faces and filter them with fun effects, what technology am I?

Computer Vision.

In the context of computer vision, what does the term 'kernel' refer to?

A matrix used in image processing to enhance images in a specific way.

Fill in the blank: The resolution of an image is expressed as width by height, such as ___ by ___.

1280 by 1024

What is the function of the pooling layer in a Convolutional Neural Network?

To reduce the spatial dimensions of the feature maps while retaining important features.

True or False: In image processing, a pixel value of 255 always represents the color black.

False. A pixel value of 255 represents full color (white).

What is instance segmentation in computer vision?

Detecting individual instances of objects, assigning them a category, and labeling each pixel based on that category.

Riddle: I can turn a flat image into a three-dimensional model, what am I?

Medical Imaging.

What process is used to change pixel values uniformly across an image on apps like Instagram?

Convolution.

Fill in the blank: An image is made up of small units called ___.

Pixels.

What is the role of the Rectified Linear Unit (ReLU) in CNNs?

To introduce non-linearity by eliminating negative values and retaining positive ones in the feature map.

Identify the key application of computer vision in self-driving cars.

Object identification, navigational routing, and environmental monitoring.