Best Practices

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💡 Best Practices for AI Image Generation

[put the image here - collage of example images showing good prompt techniques]

🌟 Overview

Creating amazing AI-generated images is both an art and a science. This guide provides expert techniques, tips, and best practices to help you get the most out of Nova-47's image generation capabilities.

Whether you're a beginner or experienced with AI art, these strategies will help you create more impressive, accurate, and beautiful images with any of our commands.

📝 Writing Effective Prompts

The prompt is the most important factor in AI image generation success. Here are strategies for crafting powerful prompts:

🎯 Prompt Structure

Component	Description	Example
Subject	The main focus of your image	"a medieval knight"
Action/Pose	What the subject is doing	"riding a horse into battle"
Environment	Where the scene takes place	"on a misty battlefield"
Lighting	How the scene is lit	"illuminated by dramatic sunset light"
Style	Artistic style reference	"in the style of a renaissance painting"
Details	Important specific elements	"with a red cape flowing in the wind"
Composition	How the image is framed	"close-up portrait shot"

✨ Example of a Well-Structured Prompt

A majestic white wolf standing on a rocky cliff overlooking a vast winter forest, illuminated by northern lights in the night sky, dramatic lighting, highly detailed fur, wide-angle fantasy art style

This prompt contains:

• Clear subject (white wolf)

• Action/pose (standing on cliff)

• Environment (rocky cliff, winter forest)

• Lighting (northern lights, night sky)

• Style (fantasy art)

• Details (highly detailed fur)

• Composition (wide-angle)

📊 Prompt Do's and Don'ts

Do ✅	Don't ❌
Be specific and detailed	Be vague or too general
Include artistic style references	Assume the AI knows what you want
Specify lighting and mood	Use confusing or contradictory descriptions
Focus on one main subject/scene	Request too many subjects or complex scenes
Use descriptive adjectives	Use subjective terms like "beautiful" or "good"
Include composition details	Forget about perspective or framing
Use common, clear language	Use obscure references or slang terms

🎨 Effective Style References

Mentioning specific art styles significantly impacts results:

Style Reference	Result
"Realistic"	Highly photorealistic rendering with accurate lighting and lifelike textures
"Anime"	Japanese animation style with vibrant colors and expressive features
"Watercolor"	Soft, flowing style with bleeding colors and gentle gradients
"Studio Ghibli"	Whimsical animation with intricate backgrounds and magical realism
"Cyberpunk"	Futuristic dystopian aesthetic with neon cityscapes and advanced technology
"Fantasy"	Magical realms with mythical creatures and epic landscapes
"Pixel Art"	Retro gaming style with limited color palette and clear pixels
"Concept Art"	Professional illustration style with detailed environments and cinematic composition
"Comic Book"	Bold outlines with dynamic action and comic panel aesthetics
"Gothic"	Dark medieval architecture with ornate details and mysterious atmosphere
"Film Noir"	High contrast black and white with dramatic shadows and moody lighting
"Vaporwave"	1990s internet aesthetic with glitch art and pastel colors

🎯 Command-Specific Strategies

Different commands work best with different approaches:

🎨 /imagine

• Use a balance of detail and clarity

• Works well with direct style references

• Effective with most subject matter

• Benefits from specific mood/atmosphere descriptions

• Good with both realistic and stylized approaches

✨ /artify

• Focus on a single clear subject

• Use simple backgrounds or no background references

• Works best for character designs, objects, or symbols

• Avoid overly complex scenes or multiple subjects

• Excellent for cartoon, anime, and icon-like styles

🖼️ /aibackground

• Provide a concise description of the desired background

• Specify the relationship between subject and background

• Include lighting that complements the subject

• Mention atmosphere and mood for cohesive results

• Reference how the subject should integrate with the background

🔮 /magic (Premium)

• Leverage all the detail you can include

• Experiment with different engine options for the same prompt

• Be specific about materials, textures, and fine details

• Great for complex scenes with multiple elements

• Take advantage of negative prompts for precision

✨ /dream (Premium)

• Use natural language descriptions

• Excellent with landscape and environment descriptions

• Take advantage of the lighting and color parameters

• Great for photorealistic scenes

• Works well with emotional or atmospheric descriptions

🎨 /create (Premium)

• Keep prompts relatively concise

• Excellent for stylized art and illustrations

• Good balance of speed and quality for iterations

• Works well with clear artistic style references

• Great for character designs and simpler compositions

🧠 Advanced Techniques

🎯 Using Negative Prompts

Negative prompts tell the AI what to avoid in your image:

Without Negative Prompt	With Negative Prompt
"a fantasy castle on a mountain"	"a fantasy castle on a mountain" negative prompt: dark, gloomy, ruins, damaged"

🌟 Seed Management

The seed value determines the specific randomization used to generate an image:

• Save seeds of images you particularly like

• Reuse seeds with slightly modified prompts for consistent subjects

• Share seeds with friends so they can recreate similar images

• Use different seeds with the same prompt to explore variations

🔍 Detail Boosting Terms

Add these terms to enhance detail in specific areas:

Area	Boosting Terms
Textures	"intricate details," "fine textures," "high resolution textures"
Lighting	"volumetric lighting," "cinematic lighting," "golden hour lighting"
Quality	"high resolution," "8k," "highly detailed," "crisp details"
Camera	"close-up," "macro photography," "portrait framing," "symmetrical composition"
Mood	"dramatic," "vibrant," "atmospheric," "moody," "ethereal"

🌈 Style Mixing

Combine different official styles for unique results:

/imagine prompt:"A cyberpunk samurai in a neon-lit Tokyo alleyway" artistic_style:cyberpunk negative_prompt:"blurry, low quality, washed out colors"

You can also combine style descriptions in your prompt:

/imagine prompt:"Portrait of a warrior with cyberpunk elements and traditional Japanese design influences" artistic_style:anime

🏆 Quality Optimization

📏 Aspect Ratio Selection

Purpose	Recommended Ratio	Commands
Social media posts	Square (1:1)	All commands
Desktop wallpapers	Widescreen (16:9)	All commands
Mobile wallpapers	Portrait (9:16)	All commands
Discord banners	Wide (16:9)	Premium commands
Character portraits	Portrait (3:4)	All commands
Landscape scenes	Widescreen (16:9) or Panoramic (2:1)	Premium commands

🔄 Post-Generation Workflow

For maximum quality, follow this workflow:

1. Generate multiple variations using regenerate button

2. Select the best composition based on overall structure

3. Upscale to enhance details and quality

4. Remove background if needed for your use case

5. Save the final result in appropriate format for your needs

🧪 Experimental Approaches

🔤 Prompt Patterns

Try these patterns for interesting results:

Pattern	Example
Style Fusion	"Portrait of a warrior, mix of cyberpunk and feudal Japanese style"
Temporal Blend	"A city half in daylight and half at night, seamless transition"
Concept Mashup	"A library that's also an aquarium, books floating among fish"
Material Transformation	"A forest where the trees are made of crystal, sunset lighting"

🌐 Concept-Based Prompting

Instead of describing exactly what you want to see, describe the concept:

The concept of hope depicted through visual metaphor, ethereal lighting, symbolic imagery

🔧 Troubleshooting

Problem	Solution
Too much clutter	Simplify prompt, focus on fewer elements
Unrealistic proportions	Add "anatomically correct" or "realistic proportions"
Wrong style	Be more specific about artistic style references
Incoherent scene	Focus on a central concept, reduce complexity
Poor composition	Specify camera angle and framing
Low detail	Add detail-boosting terms, use upscale
Unwanted elements	Use negative prompts to exclude specific items

🏆 Final Tips

• Start simple and gradually add complexity as you learn

• Keep a prompt journal of your most successful prompts

• Study other AI art to learn effective techniques

• Iterate and refine rather than starting from scratch

• Combine commands for the best results (generate → upscale → remove bg)

• Share your creations with the community to get feedback

• Experiment constantly - AI image generation is still evolving!

Remember that AI image generation is a creative partnership between you and the AI. The more you practice and refine your approach, the better your results will be. Happy creating! 🎨✨