Mask Wearing Image Dataset
Versions
updated_raw-images
v19
Nov 4, 2022
V3-augmented5x-FAST
v18
Oct 10, 2022
V2-augmented5x-FAST
v17
Oct 10, 2022
resizeStretchTo-augmented5x-FAST
v16
Oct 9, 2022
resizeFitBlackEdges-augmented5x-FAST
v15
Oct 9, 2022
2022-09-27 9:25am
v14
Sep 27, 2022
resize-FitBlackEdges-ACCURATE
v11
Mar 10, 2022
augmented-ResizeStretchTo-ACCURATE
v10
Mar 10, 2022
augmented-FitBlackEdges-FAST
v9
Mar 10, 2022
augmented-ResizeStretchTo-FAST
v8
Mar 10, 2022
raw-images-updated
v7
Mar 10, 2022
aug
v6
Nov 29, 2020
raw
v4
Sep 18, 2020
mosaic_version
v3
Aug 3, 2020
v2
v2
Aug 3, 2020
416x416-black-padding
v1
May 11, 2020
v9
augmented-FitBlackEdges-FAST
Generated on Mar 10, 2022
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
2201 Total Images
View All Images
Dataset Split
Train Set 89%
1950Images
Valid Set 8%
168Images
Test Set 4%
83Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1px
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