Dataset Versions

v3

2023-10-04 6:00pm

Generated on Oct 4, 2023

Dataset Split

Train Set 85%
308Images
Valid Set 9%
32Images
Test Set 6%
21Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%

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