Dataset Versions
v1
2023-11-11 5:26pm
Generated on Nov 11, 2023
33220 Total Images
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Dataset Split
Train Set 87%
28947Images
Valid Set 8%
2795Images
Test Set 4%
1478Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Exposure: Between -18% and +18%