devildances / FaceExpressionDetection Public

In this project I created a classification model using Convolutional Neural Networks (CNN) which will classify facial expressions based on the 7 categories that have been mapped for each image. All data used in this project comes from Kaggle which can be seen in the READ.me section. All image data have sizes (x, y, 1) because the data provided i…

www.kaggle.com/diovinra/face-expression-prediction-using-cnn

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Face Expression Recognition with CNN

Data sources:

FER-2013
Face expression recognition dataset

Here is the summary of the model that being used in this project

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In this project I created a classification model using Convolutional Neural Networks (CNN) which will classify facial expressions based on the 7 categories that have been mapped for each image. All data used in this project comes from Kaggle which can be seen in the READ.me section. All image data have sizes (x, y, 1) because the data provided i…

www.kaggle.com/diovinra/face-expression-prediction-using-cnn

data-science deep-neural-networks face-detection convolutional-neural-networks multiclass-classification greyscale-image tensorflow2

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