I will annotate and label image, video, or text data for ai trainings

High-quality training data is the #1 factor in how well your AI model performs, bad labels mean bad models. I provide accurate, consistent data annotation and labeling services for computer vision and NLP projects.

WHAT I OFFER:

• Image annotation: bounding boxes, polygons, keypoints (for YOLO and other object detection models)
• Video annotation: frame-by-frame object tracking and event labeling
• Text/NLP labeling: classification, entity tagging, sentiment labeling
• Dataset cleaning: removing duplicates, fixing mislabeled data, improving class balance
• Custom annotation guidelines built to match your model's requirements

WHY IT MATTERS:

As an AI/ML Engineer, I've personally led data annotation and dataset cleaning for production computer vision systems (theft detection, weapon detection,fire detection), directly reducing false-positive rates in deployed models. I understand annotation from the model-training side, not just as a data-entry task so I know what actually makes a dataset useful.

TOOLS: LabelImg, CVAT, Roboflow, and other annotation platforms as required (let me know your preferred tool/format COCO, YOLO, Pascal VOC, etc.)