Dataset Versions
v2
2024-07-01 9:31am
Generated on Jul 1, 2024
6023 Total Images
View All Images
Dataset Split
Train Set 88%
5277Images
Valid Set 8%
499Images
Test Set 4%
247Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±12° Horizontal, ±12° Vertical
Grayscale: Apply to 21% of images
Hue: Between -24° and +24°
Saturation: Between -32% and +32%
Brightness: Between -24% and +24%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1.6% of pixels
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