Dataset Versions
v2
2023-01-23 3:29pm
Generated on Jan 23, 2023
11890 Total Images
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Dataset Split
Train Set 87%
10401Images
Valid Set 4%
507Images
Test Set 8%
982Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels