Dataset Versions
Versions
v1
2024-12-04 2:06pm
Generated on Dec 4, 2024
4387 Total Images
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Dataset Split
Train Set 88%
3843Images
Valid Set 8%
362Images
Test Set 4%
182Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.38% of pixels