Penerapan Face Recognition Menggunakan Algoritme Convolutional Neural Network Dan Transfer Learning

Lianda, Widyasari (2020) Penerapan Face Recognition Menggunakan Algoritme Convolutional Neural Network Dan Transfer Learning. Undergraduate Thesis thesis, Institut Teknologi Telkom Purwokerto.

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Abstract

Facial recognition has become a topic that is often discussed in the world of deep learning. Deep learning itself has an algorithm called Convolutional Neural Network and is often used for image data classification. This study focuses on the application of facial recognition using Convolutional Neural Networks and Transfer learning and is applied in the presence of students. From this research, the Convolutional Neural Network testing the final test as many as 21 classes of image data were produced higher than the other tests of 46.44% for the accuracy of the model. The transfer learning used does not match this research because it only achieves an accuracy of 8.10% and 16.12% for models 2.1 and 2.2 with 26 classes of image data. Keywords: Face Recognition, Machine Learning, Deep Learning, Convolutional Neural Network, Transfer Learning.

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