Dataset Versions
Versions
v1
2023-04-08 8:23am
Generated on Apr 8, 2023
659 Total Images
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Dataset Split
Train Set 87%
576Images
Valid Set 8%
56Images
Test Set 4%
27Images
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
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Rotation: Between -30° and +30°
Bounding Box: Exposure: Between -25% and +25%