https://github.com/chekoduadarsh/custom-image-augmentation-keras

This is a plugin tool for your project to impliment your coustom image processing algorithms
https://github.com/chekoduadarsh/custom-image-augmentation-keras

image-augmentation image-processing imagedatagenerator keras starter-code

Last synced: 19 days ago
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This is a plugin tool for your project to impliment your coustom image processing algorithms

• Host: GitHub
• URL: https://github.com/chekoduadarsh/custom-image-augmentation-keras
• Owner: chekoduadarsh
• Created: 2020-02-15T09:21:13.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2021-08-10T01:35:05.000Z (over 3 years ago)
• Last Synced: 2024-10-28T14:38:16.090Z (2 months ago)
• Topics: image-augmentation, image-processing, imagedatagenerator, keras, starter-code
• Language: Jupyter Notebook
• Homepage:
• Size: 10.7 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image Augmentation Keras

This is an Image Augmentation library designed to suppot `ImageDataGenerator()` from `keras.preprocessing` library.

### Welcoming contribution to this repo!!! you can include any image processing techiques to this code 

Presently this library contains following methods,

1. contrast_stretch

2. histogram_equalization

3. CLAHE

## Implimentation

```python3

from image_augmentation_keras import Image_Augmentation

CLAHE = Image_Augmentation(method="CLAHE")

 

datagen = ImageDataGenerator(

        preprocessing_function=CLAHE())

 

```