Laiye Technology Team
Sep 28, 2022 · Artificial Intelligence
Checkbox Detection and State Classification Using YOLOv5
This article describes a comprehensive solution for detecting checkboxes in document images and determining their selected or unselected status by combining YOLOv5 object detection, synthetic and semi‑synthetic data generation, specialized post‑processing, and association logic to handle varied shapes, positions, and markings.
Post-processingYOLOv5checkbox detection
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