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Black and white chesspiece

Classification

Black and white chesspiece Image Dataset

Versions
2024-03-03 6:48pm
v7
Mar 3, 2024
2024-02-24 2:12pm
v6
Feb 24, 2024
2024-02-19 10:26pm
v4
Feb 20, 2024
2024-02-09 7:45pm
v3
Feb 10, 2024
2024-02-04 4:46pm
v2
Feb 4, 2024
2024-02-03 10:23pm
v1
Feb 4, 2024
v7

2024-03-03 6:48pm

Generated on Mar 3, 2024
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8241 Total Images

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Dataset Split

Train Set 88%
7215Images
Valid Set 8%
686Images
Test Set 4%
340Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -20° and +20°
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels