Dataset Versions
v2
2023-07-05 10:21am
Generated on Jul 5, 2023
1463 Total Images
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Dataset Split
Train Set 82%
1200Images
Valid Set 13%
195Images
Test Set 5%
68Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%