Metadata-Version: 2.1
Name: augmixations
Version: 0.2.0
Summary: Object detection augmentations.
Home-page: https://github.com/TheDenk/augmixations
Author: Karachev Denis
Author-email: komedian@bk.ru
License: MIT
Description: ## Augmixations
        Some augmentations that I hasn't found in other repositories and libraries.  
          
        Warning: This library does not install all dependencies for each augmentation.  
        
        ### Current augmentations:  
        * cutmix (<a href="https://github.com/TheDenk/augmixations/examples/cutmix_example.ipynb">Colab Example</a>)
        * cutout (<a href="https://github.com/TheDenk/augmixations/examples/cutout_example.ipynb">Colab Example</a>)
        
        ### 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 
        
        cutmix = Cutmix()
        img, boxes, labels = cutmix(bg_img, bg_boxes, bg_labels, fg_img, fg_boxes, fg_labels)  
        ```
        
        ### Done.
        
        ## Advansed usage 
        
        <p>You can pass special configs to the cutmix function to override its behavior.</p>   
        <a href="https://github.com/TheDenk/augmixations/wiki/Cutmix-Advanced-Usage"><p>Cutmix Advanced Usage</p></a>  
        <a href="https://github.com/TheDenk/augmixations/wiki/Cutout-Advanced-Usage"><p>Cutout Advanced Usage</p></a>  
        
        ## Contacts
        <p>Issues should be raised directly in the repository. For professional support and recommendations please <a>welcomedenk@gmail.com</a>.</p>
         
          
          
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
