Dataset Versions
v4
2023-09-29 6:20pm
Generated on Sep 29, 2023
561 Total Images
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Dataset Split
Train Set 97%
543Images
Valid Set 2%
12Images
Test Set 1%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Noise: Up to 25% of pixels