https://github.com/genza999/openai_image_variations_generator

This is a fullstack project that generates variations of an image using OpenAI API
https://github.com/genza999/openai_image_variations_generator

django openai-api python

Last synced: about 2 months ago
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This is a fullstack project that generates variations of an image using OpenAI API

• Host: GitHub
• URL: https://github.com/genza999/openai_image_variations_generator
• Owner: Genza999
• Created: 2023-05-26T13:35:43.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-08-17T15:33:38.000Z (almost 3 years ago)
• Last Synced: 2025-01-17T08:20:31.058Z (over 1 year ago)
• Topics: django, openai-api, python
• Language: Python
• Homepage: http://genza999.pythonanywhere.com/
• Size: 1.73 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# openai_image_variations_generator

This is a small Django project used to automatically generate variations for an image uploaded by the user. This uses the OpenAI image variation api.

## Tools used

- Python/Django

- OpenAI API

## Setup

- Create an OpenAI account and [Generate an OpenAI API key](https://beta.openai.com/account/api-keys) to be able to access openAI services. 

- Generate a .env file and add API_KEY=GENERATED_API_KEY

- Setup a virtualenv for the project

- Install the dependecies in the requirements.txt file

```

pip installl -r requirements.txt

```

- Run the project

```

python manage.py runserver

```

## Note

- You can only upload a PNG image that is less than 4MB.

- You can change the number of image variations generated by changing the VARIATIONS_NUMBER constant in settings file

- You can change the image quality by changing the IMAGE_SIZE in the settings file. This can be 256(256x256), 512(512x512) and 1024(1024x1024)

- In order for the images to be generated, you will have to [pay for billing](https://beta.openai.com/account/billing/overview) incase your free trial period is over. Without paying for billing, you will not be able to generate any image variations.

An error you'd get related to this:

```

openai.error.InvalidRequestError: Billing hard limit has been reached

```

## Examples

### Home page

![home](static/home_page.png)

### Original image uploaded by user

![image_1](static/tiger_png.png)

### Variations produced on page

![variations_1](static/tiger_variations.png)

### Original image uploaded by user

![image_2](static/father_daughter.png)

### Variations produced on page

![variations_2](static/variations_2.png)

## References

- https://beta.openai.com/docs/introduction

## Authors

- [Genza999](https://www.linkedin.com/in/kisekka-david-a933ba13b/)

## Contributing

- Contributions, issues, and feature requests are welcome!