Artificial Intelligence
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One-Shot Learning
Quick Definition
Learning to recognize patterns from a single example
Full Definition
A ML paradigm where a model learns to recognize patterns from only a single training example per class.
Examples
face recognition from one photo, voice matching from one sample
Related Terms
few-shot-learning
meta-learning
siamese-network
More Artificial Intelligence Terms
Pose Estimation
Detecting human body positions and joint locations
Neural Network
Computing system inspired by brain neurons
AutoML
Automation of the machine learning pipeline
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Computer Vision
AI that enables machines to interpret visual information
Sentiment Analysis
NLP technique determining emotional tone in text