Dataset Versions
v4
2023-12-21 10:10am
Generated on Dec 21, 2023
1081 Total Images
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Dataset Split
Train Set 84%
906Images
Valid Set 11%
124Images
Test Set 5%
51Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -19% and +19%
Blur: Up to 2px
Noise: Up to 5% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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