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big_datav4

Classification

big_datav4 Image Dataset

Versions
2024-04-09 1:23pm
v1
Apr 9, 2024
v1

2024-04-09 1:23pm

Generated on Apr 9, 2024
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6886 Total Images

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Dataset Split

Train Set 87%
6024Images
Valid Set 8%
582Images
Test Set 4%
280Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Brightness: Between -12% and +12%
Noise: Up to 0% of pixels