Dataset Versions
Versions
v1
2024-03-24 4:08pm
Generated on Mar 24, 2024
40064 Total Images
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Dataset Split
Train Set 82%
33024Images
Valid Set 12%
4696Images
Test Set 6%
2344Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels