face mask detection-undersample(=300) Image Dataset
v1
facemask undersample -3aug
Generated on Mar 9, 2022
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YOLOv8
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MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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4761 Total Images
View All Images
Dataset Split
Train Set 87%
4164Images
Valid Set 8%
398Images
Test Set 4%
199Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -19° and +19°
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 3% of pixels
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