Dataset Versions
v2
2024-08-18 1:07pm
Generated on Aug 18, 2024
16390 Total Images
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Dataset Split
Train Set 93%
15270Images
Valid Set 3%
560Images
Test Set 3%
560Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 6
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +0%
Noise: Up to 0.1% of pixels