Human-In-The-Loop À grande échelle

Orchestrez des workflows d'annotation avec des pipelines multi-étapes, la gestion d'équipe et le contrôle qualité. Ajoutez des annotateurs, définissez des taux d'échantillonnage et suivez la progression.

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Workflows

Custom multi-step pipelines

Design annotation workflows that match your quality requirements. Chain annotation and review steps with configurable sample rates.

Annotation Steps

Workers create initial annotations on assigned assets

Review Steps

Team members validate and accept/reject previous work

Sample Rates

Control what percentage of assets proceed to each step

Example Pipeline

  1. Initial Annotation
    100%
  2. First Review
    50%
  3. Final Validation
    25%

Task Management

Full visibility on progress

Track every task through its lifecycle. Reassign work, manage priorities, and ensure nothing falls through the cracks.

  • 234 In Progress
  • 12 To Rework
  • 1,847 Done
  • 8 Skipped

Task Lifecycle

In Progress
Submitted
Done
or
To Rework

Team Management

Scale with external teams

Onboard external annotators quickly with clear guidelines. Control access, distribute work evenly, and maintain quality standards.

  • Equal or weighted task distribution
  • Instruction PDFs for annotators
  • Role-based access controls
  • Bulk task reassignment

Quality Control

Collaborative issue tracking

Flag problems, discuss solutions, and ensure quality before assets leave the pipeline. No asset can be marked done with open issues.

Zone Issues

Flag specific areas with rectangular markers. Perfect for pointing out boundary errors, missing annotations, or unclear regions.

Image Issues

Flag concerns about the entire asset. Use for classification errors, image quality problems, or incorrect labeling approach.

Assets cannot be marked Done with open issues

  • ISSUES2 open
  • Unclear boundary open
  • IMG_0042.jpg
  • Wrong classification resolved
  • IMG_0156.jpg
  • Missing annotation open
  • IMG_0089.jpg

Analytics

Real-time performance insights

Track time spent, monitor productivity, and identify bottlenecks. See where work slows down and fix it.

  • 2.4min

    Avg. Time per Asset

    Detailed time tracking for each task
  • 847/day

    Team Throughput

    Assets completed by all workers
  • 98.2%

    Acceptance Rate

    First-pass review approval

Prêt à passer votre annotation à l'échelle ?

Mettez en place des workflows d'annotation multi-étapes avec revue et contrôle qualité intégrés. Essai gratuit, sans carte bancaire.

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