Noisy facial recognition with convolutional neural network (CNN)

• المؤلف الرئيسي: Heng, Yin Qi
• مؤلفون آخرون: Anamitra Makur
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Machine learning; CNN; Facial recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176638

The aim of this research is to evaluate how Gaussian noise affects the accuracy of two Convolutional Neural Network (CNN) architectures—LeNet and AlexNet—in facial recognition applications. By utilizing the Faces95 dataset, the networks were subjected to varying levels of Gaussian noise to determ...