Dataset Versions
v2
2021-11-02 12:46pm
Generated on Nov 2, 2021
1021 Total Images
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Dataset Split
Train Set 88%
894Images
Valid Set 8%
84Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 5% of pixels