Overfitting Problem in Images Classification for Egg Incubator Using Convolutional Neural Network

• Published in: 2021 9th International Conference on Cyber and IT Service Management (CITSM) pp. 1 - 7
• Main Authors: Junaidi, Apri, Ferani Tanjung, Nia Annisa, Wijayanto, Sena, Lasama, Jerry, Iskandar, Ade Rahmat
• Format: Conference Proceeding
• Language: English
• Published: IEEE 22.09.2021
• Subjects: CNN architecture; Convolution; Convolutional neural networks; dropout regularization; hatching machine; Humidity; Image classification; Monitoring; overfitting; Transfer learning

Chickens can be hatched using an incubator in addition to hatching naturally through direct hatching by the hen. The incubator process necessitates regular monitoring, including the recording of temperature and humidity, as well as monitoring the images on the incubator, such as the position of the...