background aug Dataset

v2

2022-02-15 1:02pm

Generated on Feb 15, 2022

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Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require at least 23% of images to contain annotations.

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -30% and +30%
Blur: Up to 10px
Noise: Up to 5% of pixels