University of SouthEastern Norway

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3D Printed Chess Pieces

Object Detection

3D Printed Chess Pieces Image Dataset

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Versions
2022-10-31 10:49pm
v4
Oct 31, 2022
2022-10-31 10:41pm
v3
Oct 31, 2022
2022-10-26 11:30am
v2
Oct 26, 2022
2022-10-26 11:27am
v1
Oct 26, 2022
v4

2022-10-31 10:49pm

Generated on Oct 31, 2022
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985 Total Images

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Dataset Split

Train Set 88%
864Images
Valid Set 8%
81Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

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 -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%