Dataset Versions
v4
2024-05-27 11:30am
Generated on May 27, 2024
1301 Total Images
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Dataset Split
Train Set 88%
1143Images
Valid Set 8%
105Images
Test Set 4%
53Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -32% and +32%
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Noise: Up to 0.14% of pixels