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Auto Annotation

Weeks of labeling,
done in hours.

Describe what you want to detect in plain language - QpiAI PRO generates pixel-perfect annotations across your entire dataset at 98% confidence.

Auto annotation workspace

Try it - type a class, see annotations appear.

Select a class below or type your own. Press Enter or click Annotate to see boxes drawn on the canvas.

Type a class and click Annotate to generate bounding boxes
Ready. Select a class and click Annotate.

How it works

01

Describe your classes

Enter plain-language descriptions of what you want to detect. No special syntax, no labeling schema - QpiAI PRO understands natural language out of the box.

02

Platform annotates everything

QpiAI PRO processes your entire dataset in parallel, generating bounding boxes or segmentation masks with confidence scores. Millions of images - hours, not months.

03

Review edge cases only

The human-in-the-loop interface surfaces only low-confidence predictions. Your team reviews 2–5% of images - not the full dataset.

Key capabilities

Detection & Segmentation

Bounding boxes and pixel-perfect segmentation masks from the same text prompt.

Tag & Submit Taxonomy

Patented domain/subdomain routing improves accuracy for specialised datasets.

Human-in-the-Loop

Automated confidence filtering surfaces only the images that need expert review.

Any Scale

100 to 10 million images - parallel processing ensures consistent throughput.

Consistent Quality

No annotation fatigue - the same 98% confidence standard applied to every image.

Industry Versatile

Medical, automotive, industrial, retail, satellite - domain-specific tuning available.

Continue the workflow

Ready to cut annotation time by 90%?

Start annotating your first dataset free. No credit card required.

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