Dataset Versions
v1
2023-06-17 12:42am
Generated on Jun 16, 2023
11627 Total Images
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Dataset Split
Train Set 83%
9603Images
Valid Set 11%
1259Images
Test Set 7%
765Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 3.25px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°