Real Mask Dection Image Dataset
Versions
2022-11-24 12:48am
v21
Nov 23, 2022
2022-11-23 4:46pm
v20
Nov 23, 2022
2022-11-22 12:53am
v18
Nov 21, 2022
2022-10-29 1:37am
v17
Oct 28, 2022
v3_b640
v16
Oct 18, 2022
2022-10-18 12:07am
v15
Oct 17, 2022
v1 black-640x640
v12
Oct 12, 2022
vcomblack
v11
Apr 30, 2022
vcom
v10
Apr 29, 2022
v6
v7
Apr 27, 2022
2022-04-24 6:21pm
v6
Apr 24, 2022
v4
v5
Apr 24, 2022
v3
v3
Apr 23, 2022
v2
v2
Apr 21, 2022
v21
2022-11-24 12:48am
Generated on Nov 23, 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
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6937 Total Images
View All Images
Dataset Split
Train Set 87%
6051Images
Valid Set 9%
598Images
Test Set 4%
288Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Brightness: Between -20% and +20%
Noise: Up to 1% of pixels
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