Dataset Versions
v3
Roboflow 8classes
Generated on May 1, 2023
4835 Total Images
View All ImagesDataset 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%