Python version: 3.8.17
Ultralytics version: 8.0.124
https://www.kaggle.com/alexandralorenzo/maskdetection https://www.kaggle.com/aditya276/face-mask-dataset-yolo-format https://www.kaggle.com/andrewmvd/face-mask-detection
The combined dataset can be found on Roboflow.
AIZOO Face Mask dataset can be found at: https://github.com/AIZOOTech/FaceMaskDetection.
Data from the combined dataset can be downloaded with Roboflow in the adequate format.
Data from the AIZOO dataset may need to be converted to the correct format.
More instructions are in the notebooks for each model's setup.
Train YoloV8 and YoloNAS on the combined dataset, and then re-train its weights with AIZOO Dataset. Compare results to state-of-the-art works and try to perform better.