Search Results for author: Ahmed Elhagry

Found 5 papers, 0 papers with code

Investigating the Challenges of Class Imbalance and Scale Variation in Object Detection in Aerial Images

no code implementations5 Feb 2022 Ahmed Elhagry, Mohamed Saeed

While object detection is a common problem in computer vision, it is even more challenging when dealing with aerial satellite images.

Object object-detection +1

A Thorough Review on Recent Deep Learning Methodologies for Image Captioning

no code implementations28 Jul 2021 Ahmed Elhagry, Karima Kadaoui

It is becoming increasingly difficult to keep up with the latest research and findings in the field of image captioning due to the growing amount of knowledge available on the topic.

Caption Generation Descriptive +2

Experimenting with Self-Supervision using Rotation Prediction for Image Captioning

no code implementations28 Jul 2021 Ahmed Elhagry, Karima Kadaoui

Image captioning is a task in the field of Artificial Intelligence that merges between computer vision and natural language processing.

Image Captioning Self-Supervised Learning

Egyptian Sign Language Recognition Using CNN and LSTM

no code implementations28 Jul 2021 Ahmed Elhagry, Rawan Gla

In this work, we are providing applied research with its video-based Egyptian sign language recognition system that serves the local community of deaf people in Egypt, with a moderate and reasonable accuracy.

Sign Language Recognition

Lighter Stacked Hourglass Human Pose Estimation

no code implementations28 Jul 2021 Ahmed Elhagry, Mohamed Saeed, Musie Araia

The main focus of their approach is to capture as much information as it can at all possible scales so that a coherent understanding of the local features and full-body location is achieved.

Action Recognition Object Tracking +1

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