I will do accurate audio, image, and text annotation for ml datasets
About this Gig
Need accurate and reliable data annotation for your machine learning project?
I specialize in manual annotation for audio, image, and text datasets with high attention to detail and consistency.
What I can do:
- Audio annotation (speech labeling, segmentation, tagging)
- Image annotation (bounding boxes, segmentation, classification)
- Text annotation (sentiment analysis, labeling, tagging)
My experience:
I have worked on real-world audio annotation projects (including marine/shrimp sound datasets), ensuring clean and structured outputs for ML training.
Tools I can use:
CVAT, LabelImg, Labelbox, Audacity, and custom formats
Why choose me?
- 100% manual and accurate work
- Fast communication and quick delivery
- Willing to start with small tasks ($5)
- Free sample for first-time clients
If you're unsure, message me and Ill guide you to the best annotation approach for your dataset.
Technique:
Manual
Tagging type:
Text
•
Image
•
Audio
FAQ
Q1: What types of data can you annotate?
I offer manual annotation for images, text, and audio datasets. Each task is customized based on your ML project requirements.
Q2: What tools do you use?
I use professional tools like CVAT, Label Studio, and Makesense.ai, depending on the type of annotation and output format needed.
Q3: What output formats do you support?
I can export in COCO, YOLO, Pascal VOC, CSV, and custom JSON/Excel formats. Let me know your preferred format before ordering
Q4: Do you use automation or AI for labeling?
No — all annotations are 100% manual to ensure precision and avoid model training errors.
Q5: Can you handle large or long-term projects?
Yes! I’m open to bulk data annotation and ongoing work. Just message me with your project details, and I’ll send a custom offer.
Q6: Can you do NER or sentiment labeling for text?
Yes, I can annotate for NER (Named Entity Recognition), text classification, and sentiment analysis. Please share examples or tag instructions.
Q7: What if I need help choosing the right labels or format?
No problem — I’ll guide you based on your use case (classification, detection, etc.). I also help convert between formats if needed
Q8: Do you offer a sample before the full project?
Yes, I can provide a free mini sample for large projects to ensure we’re aligned before full delivery.
