Dataset Versions

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Versions
2022-09-12 4:30pm
v6
·
2 years ago
2022-08-08 7:14pm
v5
·
2 years ago
2022-07-14 5:44pm
v4
·
2 years ago
2022-07-13 5:02pm
v3
·
2 years ago
2022-07-12 12:33am
v2
·
2 years ago
2022-07-11 10:23pm
v1
·
2 years ago
v5

2022-08-08 7:14pm

Generated on Aug 8, 2022
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1068 Total Images

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Dataset Split

Train Set 87%
927Images
Valid Set 8%
90Images
Test Set 5%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -19° and +19°
Shear: ±18° Horizontal, ±18° Vertical
Grayscale: Apply to 10% of images
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Blur: Up to 5px

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