Dataset Versions

v3

Roboflow 8classes

Generated on May 1, 2023

Dataset Split

Train Set 87%
4227Images
Valid Set 8%
401Images
Test Set 4%
207Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -25° and +25°
Saturation: Between -20% and +20%

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