Labeled Patches Dataset for Semi-supervised YOLO Training on Cervical Cytology WSI [Dataset]

[EN]This dataset contains labeled image patches extracted from Colombian Whole Slide Images (WSIs) of conventional Papanicolaou (Pap) tests. It supports the training and validation of object detection models (e.g., YOLO) in automated cervical cytology diagnosis. The patches (640×640px JPGs) were extracted and labeled using a semi-automated pipeline combining manual annotation in QuPath and automated patch extraction and YOLO label generation via Groovy and Python scripts. A web-based expert validation interface was used to ensure label accuracy.