pindetect Dataset

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Versions
2023-08-16 1:47pm
v7
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a year ago
2023-08-03 6:47pm
v6
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a year ago
2023-07-17 12:41pm
v5
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a year ago
2023-07-05 6:17pm
v3
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a year ago
2023-07-03 8:20pm
v2
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a year ago
2023-06-28 11:40am
v1
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a year ago
v6

2023-08-03 6:47pm

Generated on Aug 3, 2023
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2449 Total Images

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Dataset Split

Train Set 95%
2316Images
Valid Set 4%
103Images
Test Set 1%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 2.5px