Dataset Versions

v1

2021-10-30 2:08am

Generated on Oct 29, 2021

1049 Total Images

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Dataset Split

Train Set 88%
918Images
Valid Set 8%
87Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Blur: Up to 1.5px

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