All Projects

Magic Photobooth

A personalized AI image generation product that can create your avatars from a selfie.
Project
Magic Photobooth
project id
magic-photobooth
Use this id to create a new project in ZenML
GITHUB REPOSITORY
https://github.com/zenml-io/zenml-projects/tree/main/magic-photobooth
Pipelines

Dreambooth Pipeline

Pipeline that finetunes Flux models using DreamBooth and LoRA adapters for personalized image generation.

Inference Pipeline

Pipeline that generates personalized images and short animated videos using finetuned models.

Recommended Stack

Stack Components

  • Orchestrator: kubernetes
  • Artifact Store: default
  • Step Operator: default
TOOLS
zenml
modal
kubernetes
huggingface
flux
stable-video-diffusion
Tags
Image Generation
Video Generation
Fine-tuning
Stable Diffusion
LoRA
Details

Magic Photobooth transforms ordinary photos into personalized AI-generated avatars, allowing users to see themselves in any style, setting, or scenario imaginable.

What It Does

Magic Photobooth creates custom AI avatars from your personal photos. It uses advanced AI technology to generate high-quality images of you as superheroes, historical figures, or in fantasy worlds, and can even create short animated videos featuring your digital twin.

How It Works

  • Collects a small dataset of 5-10 clear photos of the subject
  • Trains a personalized AI model using DreamBooth and Low-Rank Adaptation (LoRA) technology
  • Customizes the powerful Flux image generation model specifically for your facial features
  • Generates images based on text prompts that describe desired styles and scenarios
  • Creates both static image galleries and animated video clips of your personalized avatars
  • Delivers results through a user-friendly interface with minimal technical requirements
Gallery