Dataset Versions
Versions
v1
2023-07-16 3:14pm
Generated on Jul 16, 2023
7368 Total Images
View All Images
Dataset Split
Train Set 89%
6534Images
Valid Set 11%
834Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -61° and +61°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels