DL-CV-INTRO

Which algorithm is widely used for Object Detection in Computer Vision?

• Naïve Bayes

• Decision Trees

• YOLO (You Only Look Once)

• K-Means Clustering

What does Image Segmentation do in Computer Vision?

• Increases image quality

• Changes image format

• Removes colors from an image

• Divides an image into meaningful regions

Which competition led to a breakthrough in Computer Vision accuracy?

• AI Vision League

• ImageNet Challenge

• Supervised Learning Cup

• Neural Vision Contest

What is Edge Computing in Computer Vision?

• Running AI models only on large cloud servers

• Running AI models on local devices like smartphones and cameras

• Enhancing image edges

• • Processing videos only in high resolution

Which AI model is becoming popular for Vision tasks, replacing CNNs?

• RNN (Recurrent Neural Network)

• KNN (K-Nearest Neighbors)

• GAN (Generative Adversarial Networks)

• Vision Transformers (ViTs)

How is Computer Vision different from Image Processing?

• Image Processing focuses on modifying images, while Computer Vision interprets them

• Computer Vision is about compressing images

• Image Processing can recognize objects, but Computer Vision cannot

• There is no difference between the two

What technique is commonly used to improve image quality before analysis?

• Object Detection

• 3D Modeling

• Data Augmentation

• Audio Filtering

What is Multimodal AI in Computer Vision?

• Using AI for only one type of image

• Applying filters to videos

• Using AI to process multiple types of data

• raining models only on grayscale images

What is Optical Character Recognition (OCR) used for?

• Detecting human faces in images

• Converting scanned text into digital text

• Enhancing image resolution

• Color correction in images

Which deep learning model outperformed traditional methods in the ImageNet Challenge 2012?

• ResNet

• AlexNet

• SVM (Support Vector Machine)

• K-Means