Transfer Learning using deepNetwork Designer to show Precision and Recall, F1 score, Mean Average Precision and Mean Absolute Error.

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Hanes Ongos 2024-5-15

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https://ww2.mathworks.cn/matlabcentral/answers/2118996-transfer-learning-using-deepnetwork-designer-to-show-precision-and-recall-f1-score-mean-average-pr

回答： Venu 2024-5-20

I have tried to use deepNetwork Designer to perform Transfer Learning and have used Darknet53 network. Then I set my images (already preprocessed images of Person) to be the Data. After setting the Training Options, I proceeded to Training. I can see the on the results the Accuracy, Loss, and other info. However, I want to know if it's possible to also show the Precision and Recall, F1 Score, Mean Average Precision? I am trying to find detailed documentations and would love to hear from other experts here. I am still exploring Experiment Manager if it's possible there but am hoping somebody here who has a commendable idea on how to do these? Thank you so much.