Sumaya H.

🏆 Rising Talent Computer Vision Engineer | YOLO | OpenCV | PyTorch ✅ $400+ Earned on Upwork | Successful Client Delivery | 4.6★ Client Rating ✅ Computer Vision, Object Detection, Deep Learning & Machine Learning ✅ Real-Time AI | Security & Surveillance | Edge AI | Video Analytics I help teams turn camera feeds and image datasets into reliable detection, tracking, alerts, and analytics. I build end-to-end computer vision systems for object detection, multi-object tracking, video analytics, industrial inspection, and edge deployment using YOLO, PyTorch, OpenCV, ONNX, TensorRT, FastAPI, and NVIDIA Jetson. I’ve worked on solutions ranging from Object Detection and Object Tracking to Image Processing, Video Analytics, and Edge AI Deployment, including systems for security, surveillance, agriculture, and intelligent automation. Whether you need a custom YOLO model, a real-time detection system, an Image Recognition pipeline, or a complete Computer Vision product, I can take your idea from dataset preparation and Model Training to optimization, API integration, and deployment. Here’s What I Can Help You Build ✔ Object Detection & Computer Vision: weapon detection, fire and smoke detection, PPE monitoring, vehicle detection, custom YOLO models, and real-time camera analytics. ✔ Object Tracking & Video Analytics: multi-object tracking, people and vehicle tracking, crowd monitoring, traffic analytics, and intelligent CCTV monitoring using DeepSORT and ByteTrack. ✔ Image Processing & Recognition: image enhancement, Image Classification, Image Recognition, OCR, Facial Recognition, License Plate Recognition, and document vision. ✔ Image Segmentation: Image Segmentation, Instance Segmentation, Semantic Segmentation, medical image analysis, defect localization, and background removal. ✔ Industrial & Inspection AI: Defect Detection, Manufacturing Quality Inspection, automated quality control, visual inspection, and Anomaly Detection. ✔ Edge AI Deployment: TensorRT optimization, ONNX conversion, Jetson Deployment, edge inference, and Real-Time Video Processing. ✔ Custom AI Development: dataset preparation, annotation, Roboflow workflows, Model Training, Fine-Tuning, Custom Detection Pipelines, API integration, and deployment. ⭐ Why Clients Work With Me ✅ Fast responses, clear communication, and on-time delivery ✅ Clean, scalable code with support after delivery ✅ End-to-end development, not just model training ✅ Solutions designed around real-world accuracy, latency, and deployment requirements Let’s discuss your project in a free initial consultation. I’ll review your requirements and provide a complete development plan covering the recommended Computer Vision approach, model architecture, dataset and annotation requirements, training strategy, deployment method, development stages, and potential technical risks. Message me to receive a practical roadmap before you commit.