Dataset Versions
v2
augimages
Generated on Sep 15, 2021
8913 Total Images
View All Images
Dataset Split
Train Set 100%
8913Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -82% and +82%
Brightness: Between -63% and +63%
Exposure: Between -68% and +68%
Blur: Up to 6.75px
Noise: Up to 25% of pixels
Mosaic: Applied