Jacob Solawetz

Aerial Maritime

Object Detection

Aerial Maritime Image Dataset

v11

2x2-tile-augs

Generated on Dec 4, 2020

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Dataset Split

Train Set 87%
408Images
Valid Set 9%
40Images
Test Set 4%
20Images

Preprocessing

Resize: Stretch to 416x416
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between -40% and +40%
Blur: Up to 1px