I want an AI profile pic for Twitter

Stable Diffusion is powerful, but it doesn't know who you are and therefore is limited in making profile pictures for you.


AI Profile Pictures

Dreambooth is a fine-tuning method that lets you train Stable Diffusion on what you look like, so you can generate profile pictures...More


Mike Taylor

Built a 50-person growth agency.
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Python experience recommended.
1. Scenario
GoolyBib Headquarters – Afternoon Coffee Break
We've been asked to create an AI profile pic for Twitter that actually looks like us.
Gustav Gieger
at GoolyBib

This is an exciting project for GoolyBib. We need to make sure we get everything set up correctly. Let's review the setup to ensure that the training is done properly.

There's a technique called Dream Booth which can help us teach the model who we are.

Once everything is set up, we can start uploading the images and training our AI profile pic!

This course is a work of fiction. Unless otherwise indicated, all the names, characters, businesses, data, places, events and incidents in this course are either the product of the author's imagination or used in a fictitious manner. Any resemblance to actual persons, living or dead, or actual events is purely coincidental.

2. Brief

AI profile pictures have become increasingly popular over the past few years. People are now using Artificial Intelligence (AI) to generate their own profile pictures, which can be used on social media sites such as Twitter and Instagram. This process has become much simpler and easier with the help of certain tools, such as Dream Booth, which use the Stable Diffusion Library to generate AI profile pictures. In this blog post, I will explain the process of creating AI profile pictures step by step, and what to look out for when creating them.

The first step in creating AI profile pictures is to download the install requirements for Dream Booth. After this, you will need to generate a Hugging Face token in order to run the program. This token will give you access to the original Stable Diffusion 1.5 version, which is necessary for running the AI profile pictures. Once you have completed these steps, you can start to generate your AI profile pictures.

The next step in creating AI profile pictures is to edit the code. You will need to input a concept list, which is a list of concepts that relate to the AI profile picture you are creating. It is important to only use one concept at a time when generating the AI profile picture, as multiple concepts can lead to long training times. You will also need to upload images of yourself, which should include a range of different images, such as full-body shots, close-ups, and shots of you wearing different clothes and in different locations. Aim for at least 10 images, but 20-30 is ideal.

Once you have edited the code and uploaded your images, you can start the training process. This process usually takes several hours, but it can take longer if you have more images. During training, the model will generate a JSON dump which will help to inform the AI profile picture. Once the training process is complete, you can adjust the settings such as the guidance scale and number of inference steps. The guidance scale determines how close the AI profile picture is to the prompt, while the number of inference steps affects the quality of the AI profile picture.

Finally, you can save the weights of the AI profile picture to reuse it in other applications or websites, such as Automatic.ai. It is important to note, however, that saving the weights will take up a lot of space on your Google Drive or locally.

AI profile pictures are a great way to stand out on social media.

3. Tutorial

Hey, I'm gonna show you how to make AI profile pitches. Like you might have seen on Twitter. So, There are a few of these tools out there that do this. And to be honest it's probably better and easier just to use those tools. Especially if you don't have access to a GPU, but you know, I, I think there's a lot you can do in terms of flexibility. Once you understand this format.

Profile Picture DreamBooth_Stable_Diffusion.ipynb
4. Exercises
5. Certificate

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