Bracket2

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RealObject_Bracket2

Instance Segmentation

RealObject_Bracket2 Image Dataset

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Versions
2024-05-30 12:25pm
v2
·
a month ago
2024-05-29 7:28pm
v1
·
a month ago
v1

2024-05-29 7:28pm

Generated on May 29, 2024
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2400 Total Images

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Dataset Split

Train Set 88%
2100Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%