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Creating Artistic Images with AI Paintr

12/2/2022

 
Have you ever wanted to transform a simple photograph into a work of art? With the AI Painter app, you can do just that using a technique called dreambooth. In this tutorial, we'll walk you through the process of training a dreambooth model using AI Painter and using it to generate artistic images.

What is a Dreambooth Model?

AI Paintr is based on a powerful open source diffusion model called Stable Diffusion. This model is capable of creating beautiful art based on a text prompt. The dreambooth model is a deep learning technique that allows us to embed new concepts into the artform.

Training the Dreambooth Model with AI Painter

Training a dreambooth model can be a complex process, but AI Paintr makes it easy. All you have to do is collect some images, crop them to 512 by 512 pixels, and upload them on the AI Paintr website. Next, you'll need to choose a unique job name and class name for the training. The class name is a category name that identifies the object you're training on - in this case, we'll use "woman" as the class name. Finally, you'll need to choose the number of steps for the algorithm to train on. As a rule of thumb, it's a good idea to use 100 times the number of images in the zip file.

Once you've submitted the training job, the images will be sent to the cloud server and the training process will begin. You can check the status of the job by clicking on "My training jobs," and you'll receive an email once the training is finished. Alternatively, you can download the model after training and generate images on your local computer.

Generating Artistic Images with the Trained Model

Now that we've trained our dreambooth model, it's time to start generating some artistic images. To do this, go to the "Generate Images" tab on the AI Painter website and choose your newly trained model. You can generate images in square, portrait, or landscape size, and specify how many images you want to create in one go (up to 100).

In the prompts, you'll need to include the "sks woman" phrase to specify that the model should use the concept of Shraddha Kapoor. From there, you can get creative and generate images based on different themes and concepts. For example, you might generate images related to the Christmas holiday, or create digital art featuring flowers. You can even transform your subject into a 3D video game character or a horror movie character.

Conclusion

Creating artistic images with AI Painter is a fun and easy way to transform ordinary photographs into works of art. Whether you're using photos of yourself, your friends, or your family, the dreambooth model allows you to add new concepts and themes to your images. So why wait? Head over to AI Paintr and start creating your own artistic images today!

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(!) https://huggingface.co/spaces/CompVis/stable-diffusion-license
(2) https://github.com/CompVis/stable-diffusion
​(3) https://dreambooth.github.io/

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