Dataset Versions
Versions
v1
2023-10-27 9:27pm
Generated on Oct 27, 2023
934 Total Images
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Dataset Split
Train Set 87%
816Images
Valid Set 8%
78Images
Test Set 4%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 4 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels