Jacob Solawetz

Aerial Maritime

Object Detection

Aerial Maritime Image Dataset

v4

faster-rcnn-800x1333

Generated on Jul 21, 2020

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Dataset Split

Train Set 18%
50Images
Valid Set 4%
11Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1333x800

Augmentations

Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -40% and +40%
Noise: Up to 1% of pixels
Mosaic: Applied