Dataset Versions
v1
2023-05-15 2:15am
Generated on May 14, 2023
2590 Total Images
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Dataset Split
Train Set 87%
2244Images
Valid Set 9%
231Images
Test Set 4%
115Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Noise: Up to 6% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels