Figure - uploaded by Song-Quan Ong
Content may be subject to copyright.
Accuracy of the proposed DCNN and transfer learning models with Adam and SGD optimizers

Accuracy of the proposed DCNN and transfer learning models with Adam and SGD optimizers

Source publication
Article
Full-text available
Jackfruit (Artocarpus integer) and Cempedak (Artocarpus heterophyllus) are two different Southeast Asian fruit species from the same genus that are quite similar in their external appearance, therefore, sometimes difficult to be recognized visually by humans, especially in the form of pictures. Convolutional neural networks (CNN) and transfer learn...

Context in source publication

Context 1
... the experiment, the number of classes was replaced with 2, in the last Fully Connected layer. Table 1 shows that the proposed DCNN architecture was able to provide accuracy in 6 different epochs, with an accuracy value of 0.8933 with epoch 25 until the accuracy value of 0.9367 with epoch 75. The highest value is 0.9367 using SGD optimizer and 75 epochs. ...

Similar publications

Article
Full-text available
This research is a continuation of the successful isolation of artocarpin from the root of Artocarpus kemando Miq reported in our previous study. In the previous study, the artocarpin was characterized with UV-Vis and FTIR techniques. In this follow-up investigation, the artocarpin was subjected to a transesterification reaction using acetic anhydr...
Article
Full-text available
Breadfruit ( Artocarpus altilis ) has been recognized by Indonesian as an alternative food source that is rich in nutrients. The production of breadfruit in Bone Regency has shown a stable trend with a fairly consistent increase over the last five years. The purpose of this research is to analyze the development strategy of breadfruit Processing Ag...
Article
Full-text available
Aims: Microbial infestation of nuts and dried foods with the resultant production of aflatoxin is a global challenge to human health. This study aims to ascertain the safety of vended ready-to-eat cashews, groundnut and breadfruit. Study Design: This work is based on a completely randomized design with two replications and the average values calcul...
Article
Full-text available
A flavonoids-rich extract and seven flavonoids from the leaves and heartwoods of A. anisophyllus Miq. and A. lowii King were investigated for their inhibitory effects against acetylcholinesterase enzyme. The flavonoids were fully characterized spectroscopically as artocarpin (1), isobavachalcone (2), pyranocycloartobiloxanthone A (3), 5,7-dihydroxy...