Dataset Versions
Versions
v1
2024-05-29 11:55pm
Generated on May 29, 2024
1804 Total Images
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Dataset Split
Train Set 87%
1578Images
Valid Set 8%
151Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 17% of images
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels