PatternProject

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Pattern-project

Classification

Pattern-project Image Dataset

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Versions
2023-09-11 9:41pm
v7
·
10 months ago
2023-09-11 9:26pm
v6
·
10 months ago
2023-05-22 11:56pm
v5
·
a year ago
2023-05-22 9:40pm
v4
·
a year ago
2023-05-22 9:13pm
v3
·
a year ago
2023-05-22 8:54pm
v2
·
a year ago
2023-05-22 8:28pm
v1
·
a year ago
v7

2023-09-11 9:41pm

Generated on Sep 11, 2023
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950 Total Images

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Dataset Split

Train Set 87%
831Images
Valid Set 8%
79Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -12% and +12%
Exposure: Between -25% and +25%
Blur: Up to 2.5px