Dataset Versions
Versions
v1
2023-12-24 8:52pm
Generated on Dec 24, 2023
16880 Total Images
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Dataset Split
Train Set 88%
14865Images
Valid Set 12%
2015Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -23° and +23°
Shear: ±20° Horizontal, ±20° Vertical
Blur: Up to 1px
Noise: Up to 7% of pixels
Cutout: 4 boxes with 3% size each