Dataset Versions
Versions
v1
2021-08-31 2:40pm
Generated on Aug 31, 2021
3164 Total Images
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Dataset Split
Train Set 89%
2812Images
Valid Set 11%
352Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -38° and +38°
Shear: ±29° Horizontal, ±30° Vertical
Blur: Up to 2.5px
Noise: Up to 8% of pixels