Safety Compliance
Precision data for life-critical models.
PPE detection, hazard zone monitoring, and incident analysis all require highly accurate annotated data. cvPal gives safety teams version-controlled pipelines to curate the visual datasets that protect people on site.
Version-controlled safety data
Every modification — reclassifying hazard types, removing ambiguous samples, merging multi-site data — creates an immutable version. For compliance audits, trace exactly how training data evolved from raw captures to final export.
Multi-format annotation support
Segmentation masks for zone delineation, bounding boxes for PPE detection, keypoints for pose estimation — cvPal handles them all natively. Import from COCO, YOLO, or Pascal VOC and convert between formats without information loss.
Clean and validate at scale
Automated deduplication catches repeated frames. Validation checks flag images without annotations. Class distribution reports reveal imbalanced datasets before they become biased models. Run these as background jobs across tens of thousands of images.
Team oversight and access control
Role-based permissions ensure only authorized team members can modify production safety datasets. Full audit logs track who accessed, exported, or modified data — essential for compliance-focused environments.