PPE Image Dataset
Versions
fifth batch
v14
Jun 27, 2022
fourth batch
v13
Jun 27, 2022
third batch
v12
Jun 27, 2022
second batch
v11
Jun 27, 2022
first batch
v10
Jun 27, 2022
Updated PPE
v8
Jun 5, 2022
2022-06-02 1:18pm
v7
Jun 2, 2022
VHB
v6
Jun 1, 2022
Vest Hat Boots
v5
Jun 1, 2022
2022-06-01 3:41pm
v4
Jun 1, 2022
Vest Hat
v3
Jun 1, 2022
Safety Attire
v2
Apr 20, 2022
2022-04-20 8:24am
v1
Apr 20, 2022
v4
2022-06-01 3:41pm
Generated on Jun 1, 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.
5320 Total Images
View All Images
Dataset Split
Train Set 70%
3708Images
Valid Set 21%
1092Images
Test Set 10%
520Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Modify Classes: 6 remapped, 0 dropped
Augmentations
Outputs per training example: 1
Bounding Box: Noise: Up to 5% of pixels
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