ApisMelifera1 Dataset

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2023-09-14 3:47pm
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2023-09-04 1:23pm

Generated on Sep 4, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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1946 Total Images

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Dataset Split

Train Set 88%
1713Images
Valid Set 8%
162Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Static Crop: 38-79% Horizontal Region, 21-80% Vertical Region
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%