Computer Vision Contractor - Packaging OCR Pipeline

About the role

Key Deliverables

List the expected deliverables for this project.

• Audit the current OCR and recognition workflow and identify the major quality bottlenecks
• Improve extraction accuracy on packaging images with inconsistent lighting and layout
• Package the revised workflow so the internal team can run and maintain it
• Share practical recommendations for future dataset collection
• Keep scope focused on measurable gains rather than overengineering

Requirements

Technical stack needed for this mission.

• Strong experience in applied computer vision contracting or consulting
• Python for pipeline work and experimentation
• Computer Vision experience in OCR or document/image understanding
• PyTorch for model tuning or replacement components
• Docker for reproducible delivery
• NumPy for image and data analysis

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