Dataset Versions

v10

modello prototipo 16 categorie

Generated on Apr 13, 2023

Dataset Split

Train Set 92%
5769Images
Valid Set 5%
333Images
Test Set 3%
191Images

Preprocessing

Isolate Objects: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 18 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -35° and +35°
Shear: ±29° Horizontal, ±29° Vertical
Blur: Up to 2.25px
Noise: Up to 5% of pixels

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