Dataset Versions

v2

no_shape_auguments

Generated on May 19, 2023

Dataset Split

Train Set 93%
27Images
Valid Set 7%
2Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 20% of images
Hue: Between -34° and +34°
Saturation: Between -40% and +40%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels

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