iDent Computer Vision Dataset

byTestTask:
Instance Segmentation
License:CC BY 4.0
Versions
Dataset Version
v3

2048 dim

Generated on Jan 3, 2025

Dataset Split

Train Set 88%
1245Images
Valid Set 8%
119Images
Test Set 4%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2048x1024

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between -20% and +20%
Exposure: Between -4% and +4%
Blur: Up to 1.3px
Noise: Up to 0.14% of pixels

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