Dataset Versions
v17
2024-10-01 1:15pm
Generated on Oct 1, 2024
5083 Total Images
View All Images
Dataset Split
Train Set 88%
4455Images
Valid Set 8%
415Images
Test Set 4%
213Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -5° and +5°
Saturation: Between -12% and +12%
Exposure: Between -8% and +8%
Noise: Up to 0.22% of pixels