Dataset Versions
Versions
v1
2023-08-04 11:51pm
Generated on Aug 4, 2023
154 Total Images
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Dataset Split
Train Set 88%
135Images
Valid Set 8%
13Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 50% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels