Dataset Versions

v2

version2

Generated on Nov 3, 2021

Dataset Split

Train Set 87%
1560Images
Valid Set 8%
149Images
Test Set 4%
74Images

Preprocessing

Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -50% and +0%
Blur: Up to 2px
Noise: Up to 1% of pixels

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