Hebah Soleman

Artificial Intelligence Specialization · Cohort 2025

Event-Recognition and Highlight Clipping

This project aims to enhance the sports viewing experience by identifying and extracting key moments from match videos. The system detects six events goals, penalties, fouls, shots on target, red and yellow cards, and direct free kicks. For each detected event, it retrieves short highlight clips, allowing viewers to instantly rewatch pivotal moments. Alongside these clips, it integrates a dynamic tracking mini-map that providesreal-time positional tracking of players and the ball, offering a tactical overview ofhow the play unfolded. This combination of precise highlight extraction andvisualized tracking delivers an immersive and insightful way to analyze and enjoysports content.

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See it in the program report (PDF)

Artificial Intelligence Specialization · Cohort 2023

Auditing Auditor

The main purpose of this project is to classify the output of LLMs or any Language model into Malicious or Benign. We aim to be sure that, all the Large Language models developed in Saudi Arabia fits the seven AI ethics principles which are fairness, privacy & security, humanity, social & environmental benefits, reliability & safety, transparency & explainability, and accountability & responsibility.

See it in the program report (PDF)

Artificial Intelligence Specialization · Cohort 2023

Intelligent Culpability Detection System Using Computer Vision

This project aims to automate the process of determining who is responsible for a car accident in order to reduce traffic congestion. Using computer vision, we analyze the pictures B and determine if there is any damage and how deep it is. In addition, the vehicle's position is determined. Furthermore, using a fault recognition decision-making system, we determine which vehicle is responsible for the accident, as well as the mistake percentage of each vehicle.

See it in the program report (PDF)