Dataset Versions

v4

2022-09-10 2:56pm

Generated on Sep 10, 2022

1271 Total Images

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Dataset Split

Train Set 91%
1158Images
Valid Set 7%
93Images
Test Set 2%
20Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Blur: Up to 1.25px

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