Homography Specialist - Freelance AI Trainer Project

agency; United States; Remote; USD 11,000 - 90,000; Part time

Job summary

agency is seeking a contractor to review and annotate AI-generated content related to computer vision and graphics. The role involves labeling image points, performing homography transformations, and validating accuracy across multiple images.

Ideal candidates have foundational knowledge in homography and projective geometry, strong analytical skills, and clear written communication to explain technical judgments. Remote contract work is offered with a pay range depending on experience.

Qualifications

• Foundational knowledge of homography and projective geometry.
• Strong analytical skills and attention to detail.
• Clear written communication and ability to explain technical judgments.

Responsibilities

• Review and annotate AI-generated content for correctness, clarity, and consistency.
• Select and label corresponding static points across images.
• Perform manual or synthetic homography transformations and validate their accuracy.
• Identify recurring model errors and document reproducible examples.
• Provide feedback on prompts, evaluation methods, and domain-specific guidelines.

Skills

Homography knowledge

Projective geometry

Analytical skills

Attention to detail

Clear written communication

Education

Degree in Mathematics

Degree in Computer Science

Degree in Engineering

Job description

Role overview

Use your knowledge of homography and projective geometry to assess and improve AI-generated work involving computer vision and graphics. The role combines reviewing model responses with creating and checking training examples, including image point labeling and homography transformations.

Responsibilities

• Review and annotate AI-generated content for correctness, clarity, and consistency.
• Select and label corresponding static points across images.
• Perform manual or synthetic homography transformations and validate their accuracy.
• Identify recurring model errors and document reproducible examples.
• Provide feedback on prompts, evaluation methods, and domain-specific guidelines.

Requirements

• Foundational knowledge of homography and projective geometry, gained through study, research, or applied work.
• Strong analytical skills and attention to detail.
• Clear written communication and ability to explain technical judgments.

Nice to have

• Experience in computer vision, robotics, graphics, or a related field.
• A degree in mathematics, computer science, or engineering.

Benefits and work setup

• Remote contract work. Contractors provide a secure computer and reliable internet connection.
• Listed pay range is $8–$65 per hour; the final rate depends on experience, expertise, and location.
• Health insurance and paid time off are not provided.