trafficManagement

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Nature_project

Classification

Nature_project Image Dataset

Versions
2022-10-25 10:53pm
v1
Oct 25, 2022
v1

2022-10-25 10:53pm

Generated on Oct 25, 2022
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6912 Total Images

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Dataset Split

Train Set 96%
6669Images
Valid Set 2%
121Images
Test Set 2%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Cutout: 3 boxes with 10% size each