DistillPose: Lightweight Camera Localization Using Auxiliary Learning

no code implementations • 9 Aug 2021 • Yehya Abouelnaga, Mai Bui, Slobodan Ilic

A siamese convolutional neural network regresses the relative pose from the nearest neighboring database image to the query image.

Auxiliary Learning Camera Localization +3

Driver Distraction Identification with an Ensemble of Convolutional Neural Networks

no code implementations • 22 Jan 2019 • Hesham M. Eraqi, Yehya Abouelnaga, Mohamed H. Saad, Mohamed N. Moustafa

The World Health Organization (WHO) reported 1. 25 million deaths yearly due to road traffic accidents worldwide and the number has been continuously increasing over the last few years.

General Classification

Real-time Distracted Driver Posture Classification

no code implementations • 28 Jun 2017 • Yehya Abouelnaga, Hesham M. Eraqi, Mohamed N. Moustafa

In this paper, we present a new dataset for "distracted driver" posture estimation.

Classification General Classification

CIFAR-10: KNN-based Ensemble of Classifiers

1 code implementation • 15 Nov 2016 • Yehya Abouelnaga, Ola S. Ali, Hager Rady, Mohamed Moustafa

In this paper, we study the performance of different classifiers on the CIFAR-10 dataset, and build an ensemble of classifiers to reach a better performance.

San Francisco Crime Classification

1 code implementation • 13 Jul 2016 • Yehya Abouelnaga

San Francisco Crime Classification is an online competition administered by Kaggle Inc.

Classification Crime Prediction +1