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The program uses the albumentations library for Yolo format object detection. It takes images and labels directories as input and outputs augmented images with corresponding labels. This allows you to use albumentations functions without worrying about labeling, as it is handled automatically.

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LeDat98/Albumentations_for_Yolo

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Image and Label Processing by Albumentations for Yolo format

Instructions

  1. Place your images and label files into the images directory and the labels directory.

or

  1. From the main.py file, specify the path to the images directory and the labels directory in the two variables images_dir and labels_dir.

Running the Application

  1. Install load dependencies:
pip install -r requirements.txt
  1. To run the application, execute the main.py file:
python main.py

About

The program uses the albumentations library for Yolo format object detection. It takes images and labels directories as input and outputs augmented images with corresponding labels. This allows you to use albumentations functions without worrying about labeling, as it is handled automatically.

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