AKE1

AKE_TEST

Object Detection

AKE_TEST Image Dataset

v6

RMSprop

Generated on Jun 12, 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%
921Images
Valid Set 9%
92Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 820x820

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Blur: Up to 2.5px
Noise: Up to 10% of pixels
Cutout: 4 boxes with 10% size each