Document Detection B2BC Computer Vision Model

byUmaTask:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v1

2025-04-03 5:34pm

Generated on Apr 3, 2025

Dataset Split

Train Set 88%
1137Images
Valid Set 6%
81Images
Test Set 6%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±4° Horizontal, ±3° Vertical
Brightness: Between -8% and +8%
Exposure: Between -13% and +13%
Blur: Up to 1.1px
Noise: Up to 0.94% of pixels

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