Foresighted | Projects

Extracting Visual Data from Videos

We constructed an object detector network that detects the bounding boxes of GUIs in mobile video programming tutorials.

Analysis of Developer Communication Channels

We constructed nine machine learning models to predict the intent of messages exchanged in developer channels (Gitter).

Arabic Tweets Classification

We proposed a machine learning model to detect Islamic radicalism in Arabic tweets.

One Taboor

A 2020 crowd management project for COVID-19 challenges, with an AI subsystem using a Random Forest model to predict crowd patterns based on historical and current user data.

Challenges with developing Machine Learning (ML) Applications

A 2019 project where we conducted an empirical study of ML-related developer posts on Stack Overflow. We performed in-depth quantitative and
qualitative analyses focusing on a series of research questions related to the challenges of developing ML applications and the directions to address them.

ML developer posts analysis

A 2019 project where we conducted an empirical study of ML-related developer posts on Stack Overflow. We performed in-depth quantitative and
qualitative analyses focusing on a series of research questions related to the challenges of developing ML applications and the directions to address them.