classification Image Dataset
v3
2024-05-25 9:05pm
Generated on May 25, 2024
3442 Total Images
View All Images
Dataset Split
Train Set 88%
3012Images
Valid Set 8%
287Images
Test Set 4%
143Images
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, 26% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -20° and +20°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.2px
Noise: Up to 1.96% of pixels
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