| # albumentations-demo | |
| This service is created to demonstrate abilities of the [Albumentations](https://github.com/albumentations-team/albumentations) - a library for efficient image augmentations. | |
| ## Easy start | |
| You can play with this service right now [https://albumentations-demo.herokuapp.com/](https://albumentations-demo.herokuapp.com/) | |
| (It is deployed on free service with very limited computing power and can be quite unstable) | |
| If you would like to run it locally follow the installation instruction. | |
| ## Installation | |
| ``` | |
| git clone https://github.com/IliaLarchenko/albumentations-demo | |
| cd albumentations-demo | |
| pip install -r requirements.txt | |
| streamlit run src/app.py | |
| ``` | |
| If you want to work with you own images just replace the last line with: | |
| ``` | |
| streamlit run src/app.py -- --image_folder PATH_TO_YOUR_IMAGE_FOLDER | |
| ``` | |
| If your images have some unusual proportions you can use `image_width` parameter to set the width in pixels of the original image to show. The width of the transformed image and heights of both images will be computed automatically. Default value of width is `400`. | |
| ``` | |
| streamlit run src/app.py -- --image_width INT_VALUE_OF_WIDTH | |
| ``` | |
| In your terminal you will see the link to the running local service similar to : | |
| ```console | |
| You can now view your Streamlit app in your browser. | |
| Network URL: http://YOUR_LOCAL_IP:8501 | |
| External URL: http://YOUR_GLOBAL_IP:8501 | |
| ``` | |
| Just follow the local link to use the service. | |
| ## How to use | |
| The interface is very simple and intuitive: | |
| 1. On the left you have a control sidebar. You can choose the image and the transformation. | |
| 2. After that you will see the control elements for the every parameter this transformation has. | |
| 3. Every time you change any parameter you will see the augmented version of the image on the right side of your screen. | |
| 4. Below the images you can find a code for calling of the augmentation with selected parameters. | |
| 5. You can also find there the original docstring for this transformation. | |
|  | |
| ## Links | |
| * Albumentations library: [github.com/albumentations-team/albumentations](https://github.com/albumentations-team/albumentations) | |
| * Image Source: [pexels.com/royalty-free-images](https://pexels.com/royalty-free-images/) | |
| * Streamlit - framework powering this app [github.com/streamlit/streamlit](https://github.com/streamlit/streamlit) | |