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The program for detecting faces of their subsequent classification into classes of emotions in the framework of laboratory work in the discipline "Machine Learning"

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FaceEmotionRecognition

The program for detecting faces using your camera, their subsequent classification into classes of emotions in the laboratory work on the discipline "Machine Learning"

Requirements

numpy==1.18.4

opencv-python==4.2.0.34

tensorflow==2.2.0

keras==2.3.1

Datasets

Challenges in Representation Learning: Facial Expression Recognition Challenge

Cohn-Kanade AU-Coded Expression Database

Yale Face Database

FACE RECOGNITION HOMEPAGE

2D face sets

The Karolinska Directed Emotional Faces (KDEF)

Latest models

manual selection of architecture

selection of architecture using autokeras

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The program for detecting faces of their subsequent classification into classes of emotions in the framework of laboratory work in the discipline "Machine Learning"

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