Dataset Versions
Versions
v1
2023-09-19 7:06pm
Generated on Sep 19, 2023
106 Total Images
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Dataset Split
Train Set 88%
93Images
Valid Set 8%
9Images
Test Set 4%
4Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Blur: Up to 2.5px