Our work is the complete extension of the work by Ruff.et al Deep SVDD: Deep One Class Classification}. We observed some trends in different scenarios where this paper can be utilized, and all our ...

Abstract: The evolution of Deep Learning (DL) algorithms, coupled with the availability of vast amounts of data, has enabled superior accuracy across multiple Artificial Intelligence (AI) tasks.

This repository implements the classic LeNet-5 architecture using PyTorch for digit classification on the MNIST dataset. Additionally, it leverages NVIDIA DLProf for performance profiling and ...

Abstract: Today, biometrics play an important role in personal identification systems, but there are also many problems. For example, face recognition is susceptible to lighting, makeup, age and ...