Dataset Versions

v7

2023-01-09 10:02am

Generated on Jan 9, 2023

Dataset Split

Train Set 86%
894Images
Valid Set 7%
77Images
Test Set 6%
65Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Grayscale: Apply to 20% of images
Hue: Between -148° and +148°
Saturation: Between -90% and +90%
Brightness: Between -27% and +27%
Blur: Up to 3.25px
Noise: Up to 3% of pixels

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