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Machine Brief|

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  3. /Computer Vision
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Computer Vision

The field of AI focused on enabling machines to interpret and understand visual information from images and video.

Definition

The field of AI focused on enabling machines to interpret and understand visual information from images and video. Applications include object detection, face recognition, autonomous driving, medical imaging, and image generation. One of the most commercially successful areas of AI.

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Related Terms

CNN

Convolutional Neural Network.

Object Detection

A computer vision task that identifies and locates objects within an image, drawing bounding boxes around each one.

Image Classification

The task of assigning a label to an image from a set of predefined categories.

Activation Function

A mathematical function applied to a neuron's output that introduces non-linearity into the network.

Adam Optimizer

An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.

AGI

Artificial General Intelligence.

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