Basics
What is computer vision?
This AI field enables computers to understand images and videos.
What is a 2D matrix?
A grayscale image is stored as this kind of matrix.
What is a Convolutional Neural Network (CNN)?
The most commonly used neural network for computer vision tasks.
What is face recognition?
Face unlock on smartphones is an example of this CV application.
What is data?
CV models usually require a large amount of this to perform well.
What are pixel values (numerical matrices)?
Images are stored in computers mainly as this type of data.
What are Red, Green, and Blue (RGB)?
A color image usually contains these three channels.
What is a convolution layer?
This CNN layer detects patterns such as edges and shapes.
What are pedestrians?
Self-driving cars use CV to detect lanes, vehicles, and this.
What is algorithmic bias?
Bias in facial recognition systems is an example of this ethical issue.
What is human vision/visual perception?
The main goal of computer vision is to replicate this human ability
What is image preprocessing?
This step improves image quality before analysis.
What is object detection?
YOLO is mainly used for this computer vision task.
What is Optical Character Recognition (OCR)?
Reading printed or handwritten text from images is called this.
What is Edge AI?
Running CV models directly on devices instead of the cloud is called this.
What is supervised learning?
This AI technique allows systems to learn patterns from labeled images.
What is feature extraction?
Edge detection, corners, and textures are examples of this.
What is a Vision Transformer (ViT)?
This modern architecture uses attention instead of convolutions.
What is healthcare/medical imaging?
CV helps doctors analyze X-rays and MRIs in this field.
What is privacy?
Using CV for mass surveillance raises concerns about this.
What is understanding and decision-making from images?
The difference between image processing and computer vision is that CV focuses on this.
What is image segmentation?
Assigning a label to every pixel in an image.
What is object detection?
Identifying both the object and its location in an image.
What is manufacturing/quality control?
Detecting defective products using cameras is common in this industry.
What is 3D computer vision?
This future CV area focuses on understanding depth and 3D structure.