Dataset Versions
v2
2024-07-26 6:01pm
Generated on Jul 26, 2024
1108 Total Images
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Dataset Split
Train Set 88%
972Images
Valid Set 8%
92Images
Test Set 4%
44Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2px
Noise: Up to 0.73% of pixels