new_field Computer Vision Dataset

byNewfieldTask:
Object Detection
License:CC BY 4.066 views5 downloads
Versions
Dataset Version
v2

2022-12-14 11:15pm

Generated on Dec 14, 2022

Dataset Split

Train Set 88%
1146Images
Valid Set 8%
107Images
Test Set 4%
54Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -40% and +40%
Brightness: Between -50% and +50%
Exposure: Between -30% and +30%

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