Dataset Versions
Versions
v15
2024-05-10 11:57am
Generated on May 10, 2024
1027 Total Images
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Dataset Split
Train Set 88%
900Images
Valid Set 8%
85Images
Test Set 4%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Exposure: Between -12% and +12%
Blur: Up to 2.5px
Noise: Up to 1.8% of pixels