Digital-Charges Computer Vision Model

byDissertationTask:
Object Detection
License:CC BY 4.0
Dataset Version
v1

2024-03-10 1:26am

Generated on Mar 10, 2024

Dataset Split

Train Set 88%
417Images
Valid Set 8%
39Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -6° and +6°
Saturation: Between -8% and +8%
Blur: Up to 0.6px
Noise: Up to 0.42% of pixels

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