Roboflow Mask Wearing iOS Image Dataset
Versions
raw-images_updated
v16
Dec 2, 2022
v4-augmented5x-Added-iOSImages_resized640
v15
Nov 17, 2022
v3-augmented5x-Added-iOSImages_resized416
v14
Nov 10, 2022
v3-augmented5x-Added-iOSImages_resized640
v13
Nov 10, 2022
v2-augmented5x-Added-iOSImages_resized640
v12
Nov 4, 2022
augmented5x-Added-iOSImages_resized640
v11
Nov 4, 2022
augmented5x-Added-iOSImages_resized416
v10
Nov 4, 2022
Added-iOSImages_resized640
v8
Nov 4, 2022
Added-iOSImages_resized416
v7
Nov 4, 2022
Added-iOSImages_raw-images
v6
Nov 4, 2022
augmented5x-resized640-rawImages_MaskWearingClassic
v5
Nov 4, 2022
augmented5x-resized416-rawImages_MaskWearingClassic
v4
Nov 4, 2022
resized640-rawImages_MaskWearingClassic
v3
Nov 4, 2022
resized416-rawImages_MaskWearingClassic
v2
Nov 4, 2022
original-rawImages_MaskWearingClassic
v1
Nov 4, 2022
v10
augmented5x-Added-iOSImages_resized416
Generated on Nov 4, 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.
9931 Total Images
View All Images
Dataset Split
Train Set 92%
9160Images
Valid Set 5%
501Images
Test Set 3%
270Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±3° Horizontal, ±3° Vertical
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Cutout: 5 boxes with 3% size each
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