Browsing 02. International Journal of Computing and Digital Systems by Author "Technological University of the Philippines"

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An Automated Egg Incubator with Raspberry Pi-Based Camera-Assisted Candling and R-CNN-based Maturity Detection

S. Tolentino, Lean Karlo; Alpay, Reylene Avie; Grutas, Anthony Jov; Salamanes, Syrus James; Sapiandante, Roy Jasper; Vares, Myra (2021-07-25)

This study focuses on developing an automated egg incubator with a camera-assisted candler for egg maturity detection of balut and penoy commercial duck eggs. The incubator is a four-layer chamber installed with a heater, ...
USoil: Development of USCS-Based Soil Classifier Using Digital Image Processing and Convolutional Neural Network

M. Madriga, Gilfred Allen; L. Beltran, Adrian; F. Diaz, Sean Paul Andrei; F. Galos, Roel Ryan; H. Roca, Jeffey Karl; V. Santos, Camille Ann; M. Amado, Timothy; M. Arago, Nilo; L. Jorda Jr., Romeo; Quijano, Jay Fel; Fernandez, Edmon; S. Tolentino, Lean Karlo (2021-08-04)

Different types of machine learning algorithms can be applied in determining the classification of soil. For the classification, algorithms involving support vector machine (SVM) and faster region-based convolutional ...

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