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cattle-upi-power

Object Detection

cattle-upi-power Image Dataset

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Versions
2023-12-26 5:42pm
v2
Dec 26, 2023
2023-12-26 4:33pm
v1
Dec 26, 2023
v2

2023-12-26 5:42pm

Generated on Dec 26, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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5081 Total Images

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Dataset Split

Train Set 88%
4464Images
Valid Set 8%
420Images
Test Set 4%
197Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -34° and +34°
Shear: ±40° Horizontal, ±22° Vertical
Cutout: 5 boxes with 33% size each
Bounding Box: Blur: Up to 8.25px