Dataset Versions

v10

2023-01-27 11:34am

Generated on Jan 27, 2023

Dataset Split

Train Set 86%
1098Images
Valid Set 7%
93Images
Test Set 7%
89Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Grayscale: Apply to 18% of images
Hue: Between -148° and +148°
Saturation: Between -66% and +66%
Brightness: Between -30% and +30%
Blur: Up to 1.25px
Noise: Up to 3% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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