Dataset Versions
v3
v3-4120
Generated on Jul 5, 2023
11904 Total Images
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Dataset Split
Train Set 98%
11676Images
Valid Set 2%
197Images
Test Set 0%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Exposure: Between -16% and +16%
Mosaic: Applied