augmixations 0.0.2

Object detection augmentations.

Augmixations

Some augmentation for object detection.

Current augmentations:

• cutmix

In progress:

• mozaic
• gridmask
• mixin

Getting Started

pip install augmixations  

Example with default parameters

Import:

from augmixations import cutmix  

Using:

#bg_img - The image into which a rectangle will be inserted
#fg_img - The image from which a random rectangle will be cut 

img, boxes, labels = cutmix(bg_img, bg_boxes, bg_labels, fg_img, fg_boxes, fg_labels)  

Done.

Advansed usage

You can pass special configs to the cutmix function to override its behavior.

Cutmix Advanced Usage