TESP

AerialCarDetection

Object Detection

AerialCarDetection Image Dataset

v4

2022-06-24 4:35pm

Generated on Jun 24, 2022

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Dataset Split

Train Set 87%
627Images
Valid Set 8%
60Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Shear: ±20° Horizontal, ±20° Vertical
Blur: Up to 4px
Noise: Up to 5% of pixels