You will get accurate data labeling and annotation for your AI/ML projects
Project details
You will get accurate, high-quality image and video annotation that helps your AI/ML models learn faster and perform better. With hands-on experience using CVAT, Labelbox, and Label Studio, I specialize in bounding box, polygon, semantic segmentation, and keypoint annotation across diverse domains including autonomous driving, retail, and surveillance datasets.
Every project starts with a clear labeling guideline to ensure consistency, followed by careful manual annotation and a dedicated QA pass before delivery. I export data in your preferred format — COCO, YOLO, VOC, or JSON — so it plugs directly into your training pipeline with no extra rework.
I care about precision because messy labels lead to weak models. Whether you're building a computer vision prototype or scaling a production dataset, I'll treat your data with the same attention to detail I'd want for my own projects, and keep communication clear and responsive throughout.
Every project starts with a clear labeling guideline to ensure consistency, followed by careful manual annotation and a dedicated QA pass before delivery. I export data in your preferred format — COCO, YOLO, VOC, or JSON — so it plugs directly into your training pipeline with no extra rework.
I care about precision because messy labels lead to weak models. Whether you're building a computer vision prototype or scaling a production dataset, I'll treat your data with the same attention to detail I'd want for my own projects, and keep communication clear and responsive throughout.
Machine Learning Tools
NumPy, OpenCV, Python, Python Scikit-Learn, PyTorch, SQLWhat's included
| Service Tiers |
Starter
$60
|
Standard
$200
|
Advanced
$400
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 3 | 8 | 15 |
Number of Scenarios | 5 | 15 | 30 |
Number of Graphs/Charts | 1 | 2 | 4 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $400
Additional Revision
+$20
Additional Model Variation
(+ 1 Day)
+$30
Additional Scenario
(+ 1 Day)
+$25
Additional Graph/Chart
+$15Frequently asked questions
About Zane
AI Trainer | Data Annotator & Model Evaluator
Cha Noi, Vietnam - 5:26 pm local time
My areas of work include:
• AI model training and evaluation
• Data annotation and data labeling
• Prompt writing and prompt testing
• AI-generated content review
• Response ranking and quality control
• Vietnamese and English language tasks
• Transcription, voice recording, and conversational AI
• Research and data collection
I am detail-oriented, reliable, and able to follow complex guidelines carefully. I focus on accuracy, natural language, cultural relevance, consistency, and high-quality results. I am always willing to learn new tools and adapt to different AI projects.
Steps for completing your project
After purchasing the project, send requirements so Zane can start the project.
Delivery time starts when Zane receives requirements from you.
Zane works on your project following the steps below.
Revisions may occur after the delivery date.
Review data & requirements
I'll review your raw images/videos, confirm the object classes, and finalize the annotation format and tool to ensure everything matches your AI model's needs.
Set up annotation guideline
I'll create a clear labeling guideline (edge cases, occlusion rules, class definitions) so annotations are consistent and accurate across the entire dataset.