Dataset Versions
Versions
2023-01-26 7:50pm
v11
· 2 years ago
With_backgrounds
v10
· 2 years ago
2023-01-25 8:03pm
v9
· 2 years ago
2023-01-24 9:48pm
v8
· 2 years ago
2023-01-24 9:47pm
v7
· 2 years ago
2023-01-24 9:26pm
v6
· 2 years ago
with_data_augmentation
v5
· 2 years ago
kaggle_maskedface_facemask
v4
· 2 years ago
COVID Facemask monitoring dataset
v3
· 2 years ago
kaggle_maskedface
v2
· 2 years ago
kaggle_raw
v1
· 2 years ago
v11
2023-01-26 7:50pm
Generated on Jan 26, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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.
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4141 Total Images
View All Images
Dataset Split
Train Set 70%
2898Images
Valid Set 20%
826Images
Test Set 10%
417Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 1
Flip: Horizontal
Saturation: Between -25% and +25%
Brightness: Between -35% and +35%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels