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A three-dimensional virtual mouse generates synthetic training data for behavioral analysis

Luis Bolaños, Dongsheng Xiao, Nancy L. Ford, Jeff M. LeDue, Pankaj Gupta, Carlos Doebeli, Hao Hu, Helge Rhodin, Timothy H. Murphy

2021Nature Methods69 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceSynthetic dataArtificial intelligenceGround truthTranslation (biology)Domain (mathematical analysis)Training setAnimationPattern recognition (psychology)Computer visionPoseBehavioral modelingMachine learningComputer graphics (images)MathematicsBiologyMathematical analysisBiochemistryGeneMessenger RNAHuman Pose and Action RecognitionGenerative Adversarial Networks and Image SynthesisCell Image Analysis Techniques
A three-dimensional virtual mouse generates synthetic training data for behavioral analysis | Litcius