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Gate_detection

Object Detection

Gate_detection Image Dataset

v14

Color_Unity

Generated on May 2, 2022

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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 88%
615Images
Valid Set %
0Images
Test Set 12%
80Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -7° and +7°
Blur: Up to 3px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -7° and +7°