| dc.description.abstract | Diabetes Mellitus (DM) is a chronic, chronic disease characterized by blood glucose
(blood sugar) levels exceeding normal Symptoms of DM can be observed in several
parts of the body, including the tongue. The tongue can be one of the parameters in
diagnosing several diseases, because the condition of the tongue can provide clues
about the overall health condition. Some symptoms on the tongue that can be observed
in people with diabetes mellitus include sores or white patches on the tongue and look
drier. However, a comprehensive medical examination and other diagnostic tests are
still required to ensure a proper diagnosis. EfficientNet architecture is an architecture
from CNN algorithm which combines intelligent scaling techniques such as width,
depth, and image resolution. The data used amounted to 500 data which was then
divided into 400 training data and 100 testing data. The data goes through a pre processing stage such as resizing, cropping, flipping, and rotating image to 45 degrees
and 90 degrees and then classified using the Convolutional Neural Network algorithm
with the EfficientNet-B3 model architecture. Based on the results of data testing on the
system carried out in this study, the results obtained in the form of a system that can
classify the quality of eggs with an accuracy value of 97%. The model that has been
created is then implemented into the Android application. | en_US |
