Dataset Versions
Versions
v5
2024-05-10 12:11am
Generated on May 9, 2024
5156 Total Images
View All ImagesDataset Split
Train Set 87%
4482Images
Valid Set 9%
464Images
Test Set 4%
210Images
Preprocessing
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%