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cubatrytestv2

Object Detection

cubatrytestv2 Image Dataset

v1

2023-02-19 3:59pm

Generated on Feb 19, 2023

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Dataset Split

Train Set 93%
3360Images
Valid Set 4%
137Images
Test Set 4%
135Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±18° Horizontal, ±16° Vertical
Saturation: Between -27% and +27%
Brightness: Between -25% and +25%
Exposure: Between -16% and +16%
Cutout: 11 boxes with 12% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -14° and +14°
Bounding Box: Shear: ±15° Horizontal, ±13° Vertical