Dataset Versions
v1
2022-08-14 5:59pm
Generated on Aug 14, 2022
1214 Total Images
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Dataset Split
Train Set 96%
1170Images
Valid Set 4%
44Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -34° and +34°
Shear: ±3° Horizontal, ±25° Vertical
Hue: Between -62° and +62°
Brightness: Between -43% and +43%
Exposure: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 5% of pixels
Mosaic: Applied