الجريدة الرسمية)2024 سمبريد 30( 1446 آلخرةا ىداجم 28 - 7365 عدد 23833
systems rely on deep CNNs, making them only suitable for computer usage. It is worthwhile to mention that there is no similar smart smartphone application that has been developed so far.
Considered diseases The following image displays the 10 various diseases that our application will detect.
Specifically, the 7176 dataset's images are imbalanced in distribution across the 10 diseases.
The considered number of images per disease is outlined in Table 1. A portion of this dataset is devoted to training, while the remainder is for testing. It is worthwhile to mention that the learning rate has been adjusted in order to enhance the overall accuracy. Nevertheless, the training step duration takes longer. Though, the choice of such a parameter is crucial to maintain a certain trade-off between accuracy and time complexity.