HIGHLIGHTS
SUMMARY
To provide the CNN model with a large amount of data required for operation, the authors have enhanced the captured facial images for obtaining the dataset used in the experiment, which can promote the CNN model learn the image feature better.. The IWOA is used to optimize parameters of the CNN model, then the optimized model (IWOA-CNN) and relevant classifiers are applied to the dog expression recognition experiment and human expression recognition experiments based on several ready-made datasets. Deep neural_network (DNN) was the first deep learning model which is used for identifying . . .
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