Dataset Versions
v2
2023-07-28 12:36am
Generated on Jul 27, 2023
3932 Total Images
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Dataset Split
Train Set 98%
3852Images
Valid Set 1%
40Images
Test Set 1%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Rotation: Between -29° and +29°
Hue: Between -47° and +47°
Blur: Up to 5.25px
Cutout: 7 boxes with 12% size each
Bounding Box: Noise: Up to 5% of pixels