How Does AI Generate Images?
To answer this key question let us understand
Creating Personal AI Art with Dreambooth and LoRA
What is Dreambooth?
Think of Dreambooth as teaching an AI art model (like Stable Diffusion) to recognize and draw a specific person, just like teaching a new friend to recognize your face. It's like giving the AI a "photo album" of someone and saying, "Hey, remember this person's face!" Once trained, the AI can create new images of that person in different scenarios, outfits, or styles.
LoRA is similar but lighter and faster - think of it as a quick sketch rather than a detailed painting. While Dreambooth learns everything about a person's appearance, LoRA focuses on key features, making it faster to train but still effective.
Training Dreambooth with Your Photos
Preparing Your Photos
Collect 15-20 good quality photos of yourself
Choose photos that show:
Different angles of your face
Various expressions
Different lighting conditions
Clear, unobstructed views of your features
Avoid:
Group photos
Heavy filters or editing
Blurry or dark images
Photos wearing sunglasses or masks
The Training Process
Choose Your Unique Token
Pick a unique word to represent yourself
Example: "janesmith" or "person123"
This word will be your "trigger" to generate your images later
Training Time
The AI needs about 30-60 minutes to learn your features
Think of it like teaching a portrait artist to recognize your face
The more consistent your training photos, the better the results
Tips for Better Training
Use photos with neutral backgrounds
Include both close-ups and full-body shots
Keep consistent lighting when possible
Remove any duplicate or very similar photos
Creating Images After Training
Basic Image Generation
Start with Your Token
Always include your unique word in the prompt
Example: "janesmith in a garden"
Add Details
Describe the scene you want
Add style preferences
Include lighting and mood
Example Prompts
"janesmith wearing a business suit, professional headshot, office background"
"janesmith as an astronaut on the moon, space helmet, stars in background"
"portrait of janesmith in the style of a Renaissance painting"
Tips for Best Results
Start with simple scenes and gradually try more complex ones
Keep your unique token near the start of the prompt
Be specific about the style you want
Use clear descriptions of clothing and settings
Common Scenarios to Try
Professional Shots
Business headshots
Professional environments
Speaking presentations
Creative Portraits
Different art styles
Historical costumes
Fantasy settings
Casual Scenes
Outdoor activities
Travel scenarios
Everyday situations
Best Practices
Keep It Simple at First
Start with basic prompts
Gradually add complexity
Learn what works best for your model
Experiment with Styles
Try different artistic styles
Mix various environments
Play with different lighting conditions
Troubleshooting Tips
If faces look distorted, try simpler scenes
If results aren't consistent, use more specific descriptions
If the person isn't recognizable, try stronger emphasis on your token
Privacy and Ethics
Keep your training photos private and secure
Be mindful of how you use generated images
Always inform others if you're sharing AI-generated images
Respect copyright and personal image rights
Important Notes
Results may vary with each generation
Some attempts might not look exactly like you
Complex scenes might need more detailed prompts
Be patient and experiment with different approaches
Remember, creating personalized AI art is like working with a creative assistant who's learned to recognize you. The more clear and specific you are with your instructions, the better the results will be. Start simple, be creative, and have fun exploring the possibilities of your personalized AI model!
AI Image generation in NoKodeAI
When you launch your AI Photo business using NoKodeAI, we take of prompts and training dreambooth/lora models for you. Our team of prompt engineers regularly test different prompts to figure out the best prompts to generate Profile images. Our machine learning engineers continuously test new training techniques that are coming out to find the way to generate perfect models.
In NoKodeAI you can choose from prompts you want your customer from hundreds of available prompts.
Our customers also don’t have you worry about training dreambooth/lora models. We simplified the process where customers have to just choose the gender and upload the model images and click submit
Has this peaked your interest in launching your own AI business, a photo app business, with NoKodeAI!! Next will share why you should partner with us, how NoKodeAI platform works for anyone and everyone seeking to embark on this fascinating journey of a lifetime.