I will automated training dataset preparation

I provide professional dataset annotation and labeling services for AI/ML and computer vision projects, combining automation with manual verification to deliver clean, consistent, training-ready datasets.

Services include:

• Image and video annotation
• Object detection, bounding boxes, and classification
• Automated pre-labeling using AI/ML models
• Manual verification and correction of labels
• Dataset cleaning and quality control
• Class population and balancing
• Identifying missing, incorrect, or underrepresented classes
• Duplicate and low-quality data detection
• Train/validation/test dataset preparation
• Custom Python automation scripts
• Annotation format conversion and preprocessing

For large datasets, I can create a semi-automated workflow:

Raw Data Automated Annotation Class Analysis Manual Verification Correction Quality Control Final Dataset

I have 10+ years of software development experience and hands-on experience with computer vision, YOLO object detection, Python, C/C++, NVIDIA Jetson, and DeepStream.

Whether you need a dataset labeled manually or want to automate and improve an existing annotation process, I can help build a reliable workflow tailored to your project.