Dataset Versions
Versions
v1
2024-07-05 7:11am
Generated on Jul 5, 2024
2292 Total Images
View All Images
Dataset Split
Train Set 100%
2292Images
Valid Set %
0Images
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, 20% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 100% of images
Hue: Between -20° and +20°
Saturation: Between -50% and +50%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1.17% of pixels