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Hi there 👋 I’m Jude 👨‍💻

📍 A Machine Learning Engineer currently based in the U.K. 🌎

🌐 Connect with me: LinkedIn Data Science Portfolio Email

🚀 Explore my recent projects below. ⬇️

Jude Dontoh's Projects

pen-book-detection icon pen-book-detection

📚✏️This project leverages the YOLOv8 model to detect objects like pens and books using annotated images for training. The model was trained and tested for accuracy and then applied to real-time video footage to effectively identify these objects. The objective is to enhance object detection in various scenarios.

ppe-detection-on-worksites icon ppe-detection-on-worksites

🛠️ PPE Detection on Worksites This project leverages the YOLOv8 model to detect Personal Protective Equipment (PPE) such as helmets, safety vests, and eyewear on worksites using annotated images for training. The model was tested for accuracy and applied to real-time video footage to effectively identify PPE, aiming to enhance workplace safety.

uk-census-data-analysis-for-urban-planning icon uk-census-data-analysis-for-urban-planning

🏢This project analyzes a simulated 1881 UK census dataset for a small town situated between two major cities, aiming to identify investment opportunities and make development recommendations for an unused plot of land.

uk_road_accident_analysis icon uk_road_accident_analysis

UK Road Accident Analysis project aims to analyze road traffic accident data from Great Britain for the year 2020. By leveraging data analysis and machine learning techniques, the project seeks to identify patterns and propose strategies to enhance road safety.

yolov8-object-detection-image-segmentation-and-classification icon yolov8-object-detection-image-segmentation-and-classification

🔍📷📦 This project showcases a tool built with the YOLOv8 model for detecting, segmenting, and classifying objects in urban scenes. The model accurately identifies various objects such as people, buses, backpacks, and traffic lights, demonstrating real-time object detection capabilities.

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