Dataset Versions
v1
2024-01-12 4:22pm
Generated on Jan 12, 2024
42723 Total Images
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Dataset Split
Train Set 92%
39366Images
Valid Set 4%
1755Images
Test Set 4%
1602Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Dynamic Crop: Class: youzi
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -10° and +10°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels