Large volume of medical-specific masks including surgical and N95. Healthcare Safety Systems 250,000 images
Crowdsourced, legally sourced data with demographics like age, sex, and country. Diverse AI Training 2. Specialized Datasets for Advanced Models face mask detection dataset download
Focuses on ethnic diversity and "uncontrolled environments," making it ideal for reducing bias in detection systems. 3. How to Choose and Use These Datasets 000 images Crowdsourced
Below is a curated list of the best datasets available for download as of May 2026, categorized by their scale and complexity. 1. Top Datasets for Face Mask Detection Dataset Name Size / Images Key Features 30,811 images and incorrect. Object Detection (YOLO/SSD)
High-quality bounding box annotations (PASCAL VOC) for 3 classes: with mask, without mask, and incorrect. Object Detection (YOLO/SSD)