Dataset Versions

v12

Coccinellidae_Augmentasi3x

Generated on Mar 16, 2023

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

Train Set 87%
2133Images
Valid Set 8%
204Images
Test Set 4%
101Images

Preprocessing

Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 3px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 3px