Dataset Versions
Versions
Test2_NoAUG_80
v23
· 4 months ago
Test1_NoAUG_85
v22
· 5 months ago
2024-07-05 1:14am
v21
· 5 months ago
2024-07-05 1:12am
v20
· 5 months ago
SafetyHelm_T90_512
v19
· 5 months ago
SafetyHelm_T80_416
v15
· 5 months ago
SafetyHelm_T80_640
v14
· 5 months ago
SafetyHelm_T80_512
v13
· 5 months ago
2024-07-01 8:52pm
v12
· 5 months ago
2024-07-01 8:36pm
v11
· 5 months ago
SafetyHelm_V20_640
v10
· 5 months ago
SafetyHelm_V20_800
v9
· 5 months ago
SafetyHelm_V20_512
v7
· 5 months ago
SafetyHelm_V30_640
v6
· 5 months ago
SafetyHelm_V20_640
v3
· 5 months ago
SafetyHelm_V10T
v1
· 5 months ago
v11
2024-07-01 8:36pm
Generated on Jul 1, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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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.
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2042 Total Images
View All ImagesDataset Split
Train Set 87%
1773Images
Valid Set 7%
135Images
Test Set 7%
134Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise