Dataset Versions
v3
2024-08-12 8:39am
Generated on Aug 12, 2024
154 Total Images
View All Images
Dataset Split
Train Set 90%
138Images
Valid Set 10%
16Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 4% of images
Saturation: Between -25% and +25%
Brightness: Between -4% and +4%
Exposure: Between -5% and +5%
Noise: Up to 0.1% of pixels