Open hole Detection - Construction Safety

Object Detection

Dataset Versions

v14

Final training

Generated on Jun 9, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 94%
1623Images
Valid Set 4%
68Images
Test Set 2%
43Images

Preprocessing

Resize: Stretch to 480x480

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -8° and +8°
Brightness: Between -38% and +38%
Blur: Up to 1.75px