Dataset Versions
v2
2023-11-07 11:06am
Generated on Nov 7, 2023
72 Total Images
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Dataset Split
Train Set 88%
63Images
Valid Set 3%
2Images
Test Set 10%
7Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -34° and +34°
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 6% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -34° and +34°
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 1.75px
Bounding Box: Noise: Up to 5% of pixels