Dataset Versions
v1
2023-08-20 6:53pm
Generated on Aug 20, 2023
18780 Total Images
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Dataset Split
Train Set 90%
16848Images
Valid Set 5%
972Images
Test Set 5%
960Images
Preprocessing
Resize: Stretch to 448x448
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Modify Classes: 53 remapped, 165 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical