Safety Helmet Detection Image Dataset
Versions
2023-12-28 1:55am
v11
Dec 27, 2023
2023-12-21 11:49pm
v10
Dec 21, 2023
2023-12-21 11:34pm
v9
Dec 21, 2023
2023-12-21 11:32pm
v8
Dec 21, 2023
2023-12-21 11:03pm
v7
Dec 21, 2023
2023-12-18 11:49am
v6
Dec 18, 2023
2023-12-18 11:28am
v5
Dec 18, 2023
2023-12-17 5:25pm
v4
Dec 17, 2023
2023-12-02 4:39pm
v3
Dec 2, 2023
2023-12-01 11:13am
v2
Dec 1, 2023
2023-11-27 2:18pm
v1
Nov 27, 2023
v11
2023-12-28 1:55am
Generated on Dec 27, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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16399 Total Images
View All Images
Dataset Split
Train Set 83%
13618Images
Valid Set 11%
1856Images
Test Set 6%
925Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Bounding Box: Rotation: Between -15° and +15°
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