Dataset Versions
Versions
v1
2023-05-18 1:46pm
Generated on May 18, 2023
2305 Total Images
View All Images
Dataset Split
Train Set 87%
2016Images
Valid Set 8%
191Images
Test Set 4%
98Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels