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Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion - Better Than Lensa

Software Engineering Courses - SE Courses via YouTube

Overview

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This beginner tutorial shows how to train Stable Diffusion with DreamBooth on Google Colab using personal portrait images, then generate customized avatars and other images with prompts and model settings.

Syllabus

Introduction and the content
How to check you have enough Google drive space
Starting to prepare Google Colab notebook for Stablediffusion Dreambooth model training
Register, login and generate Hugging Face token for training of the AI model
Continue training setup of the Stable Diffusion Dreambooth
Setting the settings of Stable Diffusion Dreambooth model
Providing our own photos to train the model to teach our own face image
How to install Paint NET for image cropping
How to crop and prepare your training images by using Paint NET
How bulk image crop online with birme net website
How to quickly check all images dimensions in a folder by using sort options width, height in detailed folder view
How to upload training images to Google Colab
Starting training with last settings / options
Optimal parameters for training of Stable Diffusion Dreambooth model AI
Training of the AI model done
Exiting application/notebook completely and starting again to show how to use trained model
Starting to generate AI / Lensa app magic avatars
First avatar is generated and displayed
Explanation of the positive / inference prompt input to generate avatar images
Explanation of the negative prompt input to avoid such images, guidance_scale & num_inference_steps parameter of Stable Diffusion
New avatars with different guidance_scale parameter
How to generate colored portrait avatars / profile images
Showcasing different styles of generated avatars
Debated usage of artist styles
Continue to generate more artworks
Prompt for asian style artworks like korean, or japan or anime
Long hair, different eye color version of me
Adding armor keyword
Further tuning of input prompt
Cherry picking the results
How to generate hundreds or thousands of magic avatars as a batch
Clip of ~200 Stable Diffusion AI generated avatars
Ending talk and discussion

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