Sectors

High-quality computer vision starts with high-quality data. At Q2Label, we specialize in image annotation for use cases where precision, consistency, and scale are non-negotiable. Our annotation workflows are built to support recurring, high-volume labelling needs, serving computer vision teams across multiple industries.

Agriculture &  AgriTech

Modern agriculture increasingly relies on computer vision across the full crop lifecycle.

We support annotation tasks including:

  • Crop and fruit detection

  • Plant and branch annotation

  • Growth stage classification

  • Damage, disease, and anomaly detection

With practical experience across various agricultural datasets, we understand seasonal variation, natural irregularity, and the challenges of labelling biological data accurately.

Food Processing & Sorting

Food processing environments demand accurate annotations under real-world production conditions.

We support annotation tasks such as:

  • Object detection on conveyor belts

  • Defect identification

  • Product classification and counting

  • Segmentation for sorting, trimming, and packaging

Our teams have hands-on experience with industrial food lines and high-throughput datasets, ensuring annotations remain consistent and reliable at scale.

Industrial Automation & Robotics 

Industrial automation places high demands on annotation quality and consistency.

We support annotation tasks such as:

  • Parts and object detection

  • Conveyor belt monitoring

  • Pick-and-place related vision datasets

  • Process and quality inspection use cases

While each industrial setup is unique, our annotation workflows, QA processes, and intake methodology are designed to meet the precision requirements typical in industrial automation environments.

Built for Scale, Designed for Quality

While these sectors are our core strengths, our annotation workflows are industry-agnostic by design. If your use case demands accuracy, consistency, and volume; we can support it.

What clients value most:

  • Premium, no-nonsense quality
  • Strong QA and review loops
  • Reliable delivery for recurring annotation needs
  • High-volume capacity without quality drop-off