Emoji manipulation using machine learning

This invention describes a computer system that analyzes a person's face using machine learning. It identifies the face in an image, then uses multiple image classifiers to detect specific facial movements or expressions, assigning confidence values to them. These values are summed up to translate the facial expression into a representative icon, specifically an emoji selected from a pre-defined set based on the detected emotion.

Why it matters: Since 2020, the accuracy and accessibility of convolutional neural networks for real-time facial analysis have significantly improved. This makes building the core machine learning system more straightforward on common hardware.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedHeavy software system, machine learning, image processing

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