Warehouse tools Dataset

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2023-02-10 2:30pm
v1
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a year ago
v1

2023-02-10 2:30pm

Generated on Feb 10, 2023
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3731 Total Images

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Dataset Split

Train Set 87%
3264Images
Valid Set 8%
312Images
Test Set 4%
155Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°