Dataset Versions
v4
2024-09-11 12:31pm
Generated on Sep 11, 2024
11923 Total Images
View All Images
Dataset Split
Train Set 94%
11235Images
Valid Set 4%
459Images
Test Set 2%
229Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 0.1% of pixels