Metadata-Version: 2.1
Name: darth-d
Version: 0.2.0
Summary: A simple to use image generator based on OpenAIs DALL-E
Home-page: https://github.com/haesleinhuepf/darth-d/
Author: Robert Haase
Author-email: robert.haase@uni-leipzig.de
License: BSD-3-Clause
Project-URL: Bug Tracker, https://github.com/haesleinhuepf/darth-d/issues
Project-URL: Documentation, https://github.com/haesleinhuepf/darth-d/
Project-URL: Source Code, https://github.com/haesleinhuepf/darth-d
Project-URL: User Support, https://forum.image.sc/
Classifier: Framework :: napari
Classifier: License :: OSI Approved :: BSD License
Classifier: Topic :: Scientific/Engineering :: Image Processing
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: openai>=1.2.0
Requires-Dist: Pillow
Requires-Dist: numpy
Requires-Dist: stackview>=0.7.1

# Darth-D
[![License](https://img.shields.io/pypi/l/darth-d.svg?color=green)](https://github.com/haesleinhuepf/darth-d/raw/main/LICENSE)
[![PyPI](https://img.shields.io/pypi/v/darth-d.svg?color=green)](https://pypi.org/project/darth-d)
[![Python Version](https://img.shields.io/pypi/pyversions/darth-d.svg?color=green)](https://python.org)
[![tests](https://github.com/haesleinhuepf/darth-d/workflows/tests/badge.svg)](https://github.com/haesleinhuepf/darth-d/actions)
[![codecov](https://codecov.io/gh/haesleinhuepf/darth-d/branch/master/graph/badge.svg)](https://codecov.io/gh/haesleinhuepf/darth-d)
[![Development Status](https://img.shields.io/pypi/status/darth-d.svg)](https://en.wikipedia.org/wiki/Software_release_life_cycle#Alpha)
[![napari hub](https://img.shields.io/endpoint?url=https://api.napari-hub.org/shields/darth-d)](https://napari-hub.org/plugins/darth-d)

A simple to use image generator based on [OpenAIs DALL-E 2](https://openai.com/dall-e-2).
It comes as [napari](https://napari.org/) plugin and has a Python interface. 
You need an [OpenAI API KEY](https://openai.com/blog/openai-api/) to use it.

Using the some of the functions on scientific images could be seen as scientific misconduct. Handle these functions with care.

![](https://github.com/haesleinhuepf/darth-d/raw/main/docs/images/replace_screencast.gif)

## Usage

### From Python

You can generate images from text prompts in Python like this ([see this notebool](https://github.com/haesleinhuepf/darth-d/blob/main/demo/demo_darth-d.ipynb)).

```
from darth_d import create
```

```
image = create("an image of a cat")

image
```

![](https://github.com/haesleinhuepf/darth-d/raw/main/docs/images/jupyter_screenshot.png)

You can also vary images ([see this notebook](https://github.com/haesleinhuepf/darth-d/blob/main/demo/demo_vary.ipynb)):
```
from darth_d import vary

output_image = vary(input_image)
```

![](https://github.com/haesleinhuepf/darth-d/raw/main/docs/images/vary_screenshot.png)

Replacing regions in images is also possible. Note: Using this function on scientific images could be seen as scientific misconduct. Handle this function with care.

### In Napari

To generate images in Napari, click the `Tools > Generate > Image` menu. You can for example enter the prompt
"a professional comic with white background showing a cat having an idea. the idea is visualized using a light bulb.

![](https://github.com/haesleinhuepf/darth-d/raw/main/docs/images/napari_screenshot.png)


## Installation

```
pip install darth-d
```

If you want to use it from napari, please also install napari and the [tools menu](https://github.com/haesleinhuepf/napari-tools-menu):

```
mamba install napari pyqt napari-tools-menu -c conda-forge
```

## Similar tools and plugins

* https://github.com/kephale/napari-stable-diffusion
* https://github.com/seankmartin/napari-stable-diffusion

## Feedback welcome!

The `darth-d` is developed in the open because we believe in the open source community. Feel free to drop feedback as [github issue](https://github.com/haesleinhuepf/darth-d) or via [image.sc](https://image.sc)

## Contributing

Contributions are very welcome. 

## License

Distributed under the terms of the [BSD-3] license,
"darth-d" is free and open source software

[BSD-3]: http://opensource.org/licenses/BSD-3-Clause

