Dataset Versions
v2
300 augnentation- 50 blender
Generated on May 1, 2024
17164 Total Images
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Dataset Split
Train Set 87%
15018Images
Valid Set 8%
1426Images
Test Set 4%
720Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 100x100
Augmentations
Outputs per training example: 3
Shear: ±3° Horizontal, ±3° Vertical
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 2% of pixels