Hey guys, I’m planning to create a computer vision project that requires annotation of about 100,000 images, and I’m trying to identify the right data annotation partner. For projects of this scale, what should I look for in terms of - Data privacy, scalability, domain, and expertise? Do suggest some good quality level of company.
Recommended Annotation Providers
1. TaskUs
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Scalable annotation at enterprise level: ~18 million images/month, 97–98% QA accuracy.
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Strong security and enterprise-ready services.
averroes.ai
2. TELUS International (GT Studios / GT Annotate)
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Massive global workforce (1M+), supports multi-modal data.
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AI-assisted workflows, strong compliance, dashboards for QA.
averroes.aiEncord
3. Appen
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1M+ global contributors, ISO 9001 quality frameworks.
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Great for multilingual, diverse datasets; pricing is custom.
Zilo AIVoxel51
4. Scale AI
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Hybrid human + ML-powered annotation, high accuracy, excellent for complex CV tasks.
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Trusted by major tech players, with SOC 2 and ISO certifications.
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Premium pricing.
Zilo AIVoxel51gdsonline.techHabileData
5. iMerit
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98% accuracy, strong credentials (ISO 27001, HIPAA, GDPR, SOC 2).
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Experts in medical imaging, AV, geospatial.
LinkedIngdsonline.tech
6. Damco Solutions
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Multi-layer QA, 24/7 support, high-quality annotation.
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Strong privacy posture for sensitive domains like healthcare or traffic systems.
LinkedIn
7. SunTec.AI
- HIPAA, ISO, CMMI certified; offers free trial, emphasis on privacy and efficiency.
LinkedIn
8. CloudFactory
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Managed workforce with AI tools, auditor model (dual review), SLA-backed turnarounds.
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ISO 27001 certified, scalable.
Voxel51
9. V7 Labs
- User-friendly CV annotation platform with strong privacy focus.
HabileData
10. Self-Hosted Tools (e.g., CVAT)
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Fully on-premise, open-source, highly customizable.
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Ideal if you want full control and privacy, but you must manage annotation capacity yourself.
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Highly recommended by practitioners:
“CVAT remains the best option.”
Reddit
“CVAT, labelimg, labelme too”
Reddit
This list of recommendations came fro chatgpt!
Looking forward to some organic recommendations.
Thanks, Matthew.
Removed a reply for self-promotion - the author is linked to one of the vendors.