Hello World! My name is

Sarah Haddad

</ I'm >

I am looking for opportunities to use my creativity and technical skills to solve problems
and create innovative solutions in the field of visual computing.

Skills

My technical level

Path

My personal journey

Projects

My most recent work

3D Modeling of Bridges Using Computer Vision and Drones

This project focuses on the 3D reconstruction of bridges using drone-captured images. First, feature extraction is performed using LOFTR and SuperPoint + SuperGlue. Then, background features are filtered out. Finally, Structure from Motion (SfM) with COLMAP is used to reconstruct the 3D model, providing a detailed representation of the bridge for analysis and inspection.

PYTHON, SFM, COLMAP, LOFTR, YOLO, SuperPoint & SuperGlues

Extraction of Amounts from Algerian Cheques

This project is an Intelligent Bank Cheque Processing System designed to automate cheque verification. It uses YOLO to detect key areas, TrOCR to recognize text, and a CNN to classify the issuing bank. The system features a user-friendly PyQt6 interface with graphs for clear data visualization and integrates MongoDB for efficient storage.

PYTHON, TROCR, YOLO, CNN, MongoDB, PyQt6

Cheating Detections

This project uses AI techniques like Convolutional Neural Networks (CNN) and YOLO to detect cheating behaviors in real-time. The system analyzes exam footage to identify suspicious activities with high accuracy.

PYTHON, YOLO, CNN

Augmented Reality App Bastion23

An augmented reality app designed to bring the virtual world into the real one. Built with Flutter and Firebase, it enables users to interact with AR content overlaid on their surroundings. The app features secure login, camera integration for AR objects, responsive UI, social sharing, and offline capabilities. Whether for education or entertainment, Bastion23 offers an immersive AR experience for everyone.

FLUTTER, FIREBASE

Netflix-Insights-Dashboard

A dashboard for exploring and analyzing Netflix data, offering insights through various interactive charts and visualizations.

HTML, CSS, JavaScript, D3.js

SOKOPUZZLE-AI-solver

This Project implements a Sokoban puzzle solver in Python. It uses different search algorithms, including BFS, A*, and A* with deadlock detection.

PYTHON, PYGAME

Mancala

This is an implementation of the ancient African board game called Mancala in Python, using Pygame for the GUI. The game can be played by one human player against the computer.

PYTHON, PYGAME

Face Recognition

This project develops a face recognition system using MTCNN for face detection and Facenet for encoding faces into unique vectors. These vectors are then compared to perform accurate face recognition.

PYTHON, MTCNN, FACENET

Block-Based Change Detection in Video Frames Using MSE

This project detects changes between video frames by dividing them into 16x16 blocks and comparing these blocks using Mean Squared Error (MSE). To enhance performance, a binary search method is employed to efficiently find the most similar blocks. Differences are visualized with a residual image and bounding boxes around altered areas.

PYTHON

Facture

This project is a web app that allows users to create pro forma invoices.

HTML, CSS, JAVASCRIPT

Pomodoro-For-Work-Out

This is a Python program that implements a Pomodoro timer for workout and break sessions. It uses the Turtle graphics library to create a visual representation of the timer and plays audio alerts for workout and break periods.

PYTHON

Portfolio

My portfolio is one of the projects I've created. The website showcases an appealing and user-friendly design, emphasizing my achievements, qualifications, and expertise.

HTML, CSS, JAVASCRIPT

Certification

My certifications