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Freelance CV Engineer - Drone Imagery QA

Sven Eriksson

Freelance · Mid-level · Lisbon

About the role

A mapping company needs a freelancer to improve the QA layer over drone imagery before assets reach customers. The challenge is not training a massive new model. It is building reliable checks for blur, overlap issues, and stitching problems so operators catch problems earlier. We need someone practical and independent.

Key Deliverables

List the expected deliverables for this project.

  • Design and prototype QA checks for common imagery defects
  • Create a repeatable evaluation process on sample missions
  • Recommend thresholds and review workflows for operators
  • Package deliverables so the internal team can maintain them
  • Keep scope tight and report progress clearly each week

Requirements

Technical stack needed for this mission.

  • Computer vision experience with image quality or geospatial imagery workflows
  • Python and NumPy for image processing tasks
  • Docker for a reproducible delivery workflow
  • Scikit-learn or PyTorch familiarity for lightweight classifiers
  • Ability to scope work carefully and communicate trade-offs clearly

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Contract Type

Fixed-price

Level

Mid-level

Budget Range

$14,000 - $22,000

Duration

8 weeks

AI Expertise

Computer Vision & Deep Learning computer vision

Skills

python computer vision numpy docker scikit-learn

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