Table 4.

Summary table for the hyper-tuning of parameters for simplified Keras deep learning image classification model.

Model	Image size	Batch size	Epoch	Accuracy	Precision	Recall	F1 score	Time elapsed (seconds)
Keras	32	8	150	98.30	98.35	98.30	98.30	28.85
Keras	64	8	150	97.17	97.19	97.17	97.15	29.17
Keras	128	8	100	98.30	98.35	98.30	98.29	27.51
Keras	128	8	150	98.30	98.35	98.30	98.29	27.51
Keras	256	8	50	98.30	98.35	98.30	98.29	20.87