Muhammad M.

Top Rated Computer Vision Engineer | 100% Job Success | 6+ Years, 165+ Projects Delivered Need accurate, model-ready image & video data annotation and an engineer who can also train the model on it? I don't just label images. I personally prepare clean, consistent datasets and train YOLO models on them, so you get data that actually improves model performance — not just a labeled folder. DATA ANNOTATION ➤ Bounding boxes, polygons, segmentation masks, keypoints/pose, classification, video object tracking ➤ OCR & document annotation: text regions, invoices, receipts, forms ➤ Custom label schemas, clear class definitions, consistent labeling across the whole dataset ➤ Dataset cleaning, format conversion (YOLO, COCO, Pascal VOC), train/val/test splits Tools: Roboflow · CVAT · LabelMe MODEL TRAINING (what sets me apart) ➤ Custom training of YOLOv8, YOLO11, and YOLO26 for detection, segmentation, pose, and tracking ➤ Model evaluation, error analysis, and dataset improvement based on results ➤ Optimization and deployment: PyTorch, TensorFlow, OpenCV, CUDA, TensorRT, Docker, edge devices OCR & VIDEO AI Text detection, document processing, invoice/receipt extraction, real-time video analytics, multi-camera systems, DeepSORT and ByteTrack tracking WHY WORK WITH ME ✔ Top Rated, 100% Job Success Score ✔ One engineer handles annotation and training end to end - no handoff gaps, no miscommunication ✔ On-time delivery ✔ Sample batch available so you can check quality before a full project Send me your dataset size, label types, and deadline - I'll reply with a clear plan and estimate.