Mask Detection Dataset

v4

2024-07-01 7:28pm

Generated on Jul 1, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

Dataset Split

Train Set 84%
387Images
Valid Set 16%
75Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 1.7px
Noise: Up to 1.96% of pixels
FMD
with-without-mask
692 images
FMD
with-without-mask
352 images
FPT
Mask-NoMask-MaskWearedIncorrect
746 images
MASCARAS
915 images