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docs/ai-image-generation/PROMPT_TEMPLATES.md
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# AI Image Generation Prompt Templates
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This document contains optimized prompt templates for different project categories to ensure consistent, high-quality AI-generated images.
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## Template Structure
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Each template follows this structure:
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- **Base Prompt**: Core visual elements and style
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- **Technical Keywords**: Category-specific terminology
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- **Color Palette**: Recommended colors for the category
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- **Negative Prompt**: Elements to avoid
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- **Recommended Model**: Best SD model for this category
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---
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## Web Application Projects
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### Base Prompt
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```
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modern web application interface, clean dashboard UI, sleek web design,
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gradient backgrounds, glass morphism effect, floating panels,
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data visualization charts, modern typography,
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soft shadows, depth layers, isometric perspective,
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professional tech aesthetic, vibrant interface elements,
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smooth gradients, minimalist composition,
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4k resolution, high quality digital art
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```
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### Technical Keywords
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- SaaS dashboard, web portal, admin panel
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- Interactive UI elements, responsive design
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- Navigation bars, sidebars, cards
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- Progress indicators, status badges
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### Color Palette
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- Primary: `#3B82F6` (Blue), `#8B5CF6` (Purple)
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- Secondary: `#06B6D4` (Cyan), `#EC4899` (Pink)
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- Accent: `#10B981` (Green), `#F59E0B` (Amber)
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### Negative Prompt
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```
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mobile phone, smartphone, app mockup, tablet,
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realistic photo, stock photo, people, faces,
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cluttered, messy, dark, gloomy, text, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## Mobile Application Projects
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### Base Prompt
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```
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modern mobile app interface mockup, sleek smartphone design,
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iOS or Android app screen, mobile UI elements,
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app icons grid, notification badges, bottom navigation,
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touch gestures indicators, smooth animations preview,
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gradient app background, modern mobile design trends,
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floating action button, card-based layout,
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professional mobile photography, studio lighting,
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4k quality, trending on dribbble
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```
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### Technical Keywords
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- Native app, cross-platform, Flutter, React Native
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- Mobile-first design, touch interface
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- Swipe gestures, pull-to-refresh
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- Push notifications, app widgets
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### Color Palette
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- Primary: `#6366F1` (Indigo), `#EC4899` (Pink)
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- Secondary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Accent: `#F59E0B` (Amber), `#EF4444` (Red)
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### Negative Prompt
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```
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desktop interface, web browser, laptop, monitor,
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desktop computer, keyboard, mouse,
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old phone, cracked screen, low resolution,
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text, watermark, people holding phones
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```
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### Recommended Model
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- Realistic Vision V5.1
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- Juggernaut XL
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---
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## DevOps & Infrastructure Projects
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### Base Prompt
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```
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cloud infrastructure visualization, modern server architecture diagram,
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Docker containers network, Kubernetes cluster illustration,
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CI/CD pipeline flowchart, automated deployment system,
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interconnected server nodes, data flow arrows,
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cloud services icons, microservices architecture,
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network topology, distributed systems,
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glowing connections, tech blueprint style,
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isometric technical illustration, cyberpunk aesthetic,
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blue and orange tech colors, professional diagram
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```
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### Technical Keywords
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- Docker Swarm, Kubernetes, container orchestration
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- CI/CD pipeline, Jenkins, GitHub Actions
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- Cloud architecture, AWS, Azure, GCP
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- Monitoring dashboard, Grafana, Prometheus
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### Color Palette
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- Primary: `#0EA5E9` (Sky Blue), `#F97316` (Orange)
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- Secondary: `#06B6D4` (Cyan), `#8B5CF6` (Purple)
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- Accent: `#10B981` (Green), `#EF4444` (Red)
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### Negative Prompt
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```
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realistic datacenter photo, physical servers,
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people, technicians, hands, cables mess,
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dark server room, blurry, low quality,
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text labels, company logos, watermark
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```
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|
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## Backend & API Projects
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### Base Prompt
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```
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API architecture visualization, RESTful endpoints diagram,
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database schema illustration, data flow architecture,
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server-side processing, microservices connections,
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API gateway, request-response flow,
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JSON data structures, GraphQL schema visualization,
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modern backend architecture, technical blueprint,
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glowing data streams, interconnected services,
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professional tech diagram, isometric view,
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clean composition, high quality illustration
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```
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### Technical Keywords
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- REST API, GraphQL, WebSocket
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- Microservices, serverless functions
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- Database architecture, SQL, NoSQL
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- Authentication, JWT, OAuth
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### Color Palette
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- Primary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Secondary: `#3B82F6` (Blue), `#10B981` (Green)
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- Accent: `#F59E0B` (Amber), `#EC4899` (Pink)
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### Negative Prompt
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```
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frontend UI, user interface, buttons, forms,
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people, faces, hands, realistic photo,
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messy cables, physical hardware,
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text, code snippets, watermark
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```
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### Recommended Model
|
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- SDXL Base 1.0
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- DreamShaper 8
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|
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---
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## AI & Machine Learning Projects
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### Base Prompt
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```
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artificial intelligence concept art, neural network visualization,
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glowing AI nodes and connections, machine learning algorithm,
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data science visualization, deep learning architecture,
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brain-inspired computing, futuristic AI interface,
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holographic data displays, floating neural pathways,
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AI chip design, quantum computing aesthetic,
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particle systems, energy flows, digital consciousness,
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sci-fi technology, purple and cyan neon lighting,
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high-tech laboratory, 4k quality, cinematic lighting
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```
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### Technical Keywords
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- Neural networks, deep learning, TensorFlow
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- Computer vision, NLP, transformers
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- Model training, GPU acceleration
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- AI agents, reinforcement learning
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|
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### Color Palette
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- Primary: `#8B5CF6` (Purple), `#EC4899` (Pink)
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- Secondary: `#06B6D4` (Cyan), `#3B82F6` (Blue)
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- Accent: `#A855F7` (Fuchsia), `#14B8A6` (Teal)
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### Negative Prompt
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```
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realistic lab photo, scientists, people, faces,
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physical robots, mechanical parts,
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cluttered, messy, text, formulas, equations,
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low quality, dark, gloomy, stock photo
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```
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### Recommended Model
|
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- SDXL Base 1.0
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- Juggernaut XL
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---
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## Game Development Projects
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### Base Prompt
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```
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game environment scene, 3D rendered game world,
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video game interface, game UI overlay, HUD elements,
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fantasy game landscape, sci-fi game setting,
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character perspective view, gaming atmosphere,
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dynamic lighting, particle effects, atmospheric fog,
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game asset showcase, level design preview,
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cinematic game screenshot, unreal engine quality,
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vibrant game colors, epic composition,
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4k game graphics, trending on artstation
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```
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### Technical Keywords
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- Unity, Unreal Engine, game engine
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- 3D modeling, texture mapping, shaders
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- Game mechanics, physics engine
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- Multiplayer, networking, matchmaking
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|
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### Color Palette
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- Primary: `#EF4444` (Red), `#F59E0B` (Amber)
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- Secondary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Accent: `#10B981` (Green), `#EC4899` (Pink)
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### Negative Prompt
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```
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real photo, realistic photography, real people,
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mobile game screenshot, casual game,
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low poly, pixelated, retro graphics,
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text, game title, logos, watermark
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```
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### Recommended Model
|
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- Juggernaut XL
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- DreamShaper 8
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---
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## Blockchain & Crypto Projects
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### Base Prompt
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```
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blockchain network visualization, cryptocurrency concept art,
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distributed ledger technology, decentralized network nodes,
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crypto mining visualization, digital currency symbols,
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smart contracts interface, DeFi platform design,
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glowing blockchain connections, cryptographic security,
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web3 technology aesthetic, neon blockchain grid,
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futuristic finance, holographic crypto data,
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clean modern composition, professional tech illustration,
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blue and gold color scheme, high quality render
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```
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|
||||
### Technical Keywords
|
||||
- Smart contracts, Solidity, Ethereum
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- DeFi, NFT, token economics
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- Consensus mechanisms, proof of stake
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- Web3, dApp, wallet integration
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|
||||
### Color Palette
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- Primary: `#F59E0B` (Gold), `#3B82F6` (Blue)
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- Secondary: `#8B5CF6` (Purple), `#10B981` (Green)
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- Accent: `#06B6D4` (Cyan), `#EC4899` (Pink)
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### Negative Prompt
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```
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real coins, physical money, paper currency,
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people, traders, faces, hands,
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stock market photo, trading floor,
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text, ticker symbols, logos, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- Juggernaut XL
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---
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## IoT & Hardware Projects
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### Base Prompt
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```
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Internet of Things network, smart home devices connected,
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IoT sensor network, embedded systems visualization,
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smart device ecosystem, wireless communication,
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connected hardware illustration, automation network,
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sensor data visualization, edge computing nodes,
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modern tech devices, clean product design,
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isometric hardware illustration, minimalist tech aesthetic,
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glowing connection lines, mesh network topology,
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professional product photography, studio lighting
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```
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|
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### Technical Keywords
|
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- Raspberry Pi, Arduino, ESP32
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- Sensor networks, MQTT, edge computing
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- Smart home, automation, wireless protocols
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- Embedded systems, firmware, microcontrollers
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### Color Palette
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- Primary: `#10B981` (Green), `#06B6D4` (Cyan)
|
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- Secondary: `#3B82F6` (Blue), `#8B5CF6` (Purple)
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- Accent: `#F59E0B` (Amber), `#EC4899` (Pink)
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### Negative Prompt
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```
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messy wiring, cluttered breadboard, realistic lab photo,
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people, hands holding devices, technicians,
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old electronics, broken hardware,
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text, labels, brand names, watermark
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```
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|
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### Recommended Model
|
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- Realistic Vision V5.1
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- Juggernaut XL
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---
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|
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## Security & Cybersecurity Projects
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||||
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### Base Prompt
|
||||
```
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cybersecurity concept art, digital security shield,
|
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encrypted data streams, firewall visualization,
|
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network security diagram, threat detection system,
|
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secure connection network, cryptography illustration,
|
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cyber defense interface, security monitoring dashboard,
|
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glowing security barriers, protected data vault,
|
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ethical hacking interface, penetration testing tools,
|
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dark mode tech aesthetic, green matrix-style code,
|
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professional security illustration, high-tech composition
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```
|
||||
|
||||
### Technical Keywords
|
||||
- Penetration testing, vulnerability scanning
|
||||
- Firewall, IDS/IPS, SIEM
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- Encryption, SSL/TLS, zero trust
|
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- Security monitoring, threat intelligence
|
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|
||||
### Color Palette
|
||||
- Primary: `#10B981` (Green), `#0EA5E9` (Sky Blue)
|
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- Secondary: `#8B5CF6` (Purple), `#EF4444` (Red)
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- Accent: `#F59E0B` (Amber), `#06B6D4` (Cyan)
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|
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### Negative Prompt
|
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```
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realistic office photo, security guards, people,
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physical locks, keys, cameras,
|
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dark, scary, threatening, ominous,
|
||||
text, code snippets, terminal text, watermark
|
||||
```
|
||||
|
||||
### Recommended Model
|
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- SDXL Base 1.0
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- DreamShaper 8
|
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|
||||
---
|
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|
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## Data Science & Analytics Projects
|
||||
|
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### Base Prompt
|
||||
```
|
||||
data visualization dashboard, analytics interface,
|
||||
big data processing, statistical charts and graphs,
|
||||
machine learning insights, predictive analytics,
|
||||
data pipeline illustration, ETL process visualization,
|
||||
interactive data dashboard, business intelligence,
|
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colorful data charts, infographic elements,
|
||||
modern analytics design, clean data presentation,
|
||||
professional data visualization, gradient backgrounds,
|
||||
isometric data center, flowing information streams
|
||||
```
|
||||
|
||||
### Technical Keywords
|
||||
- Data pipeline, ETL, data warehouse
|
||||
- BI dashboard, Tableau, Power BI
|
||||
- Statistical analysis, data mining
|
||||
- Pandas, NumPy, data processing
|
||||
|
||||
### Color Palette
|
||||
- Primary: `#3B82F6` (Blue), `#8B5CF6` (Purple)
|
||||
- Secondary: `#06B6D4` (Cyan), `#10B981` (Green)
|
||||
- Accent: `#EC4899` (Pink), `#F59E0B` (Amber)
|
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|
||||
### Negative Prompt
|
||||
```
|
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spreadsheet screenshot, Excel interface,
|
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people analyzing data, hands, faces,
|
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cluttered charts, messy graphs, confusing layout,
|
||||
text labels, numbers, watermark, low quality
|
||||
```
|
||||
|
||||
### Recommended Model
|
||||
- SDXL Base 1.0
|
||||
- DreamShaper 8
|
||||
|
||||
---
|
||||
|
||||
## E-commerce & Marketplace Projects
|
||||
|
||||
### Base Prompt
|
||||
```
|
||||
modern e-commerce platform interface, online shopping design,
|
||||
product showcase grid, shopping cart visualization,
|
||||
payment system interface, marketplace dashboard,
|
||||
product cards layout, checkout flow design,
|
||||
clean storefront design, modern retail aesthetic,
|
||||
shopping bag icons, product imagery, price tags design,
|
||||
conversion-optimized layout, mobile commerce,
|
||||
professional e-commerce photography, studio product shots,
|
||||
vibrant shopping experience, user-friendly interface
|
||||
```
|
||||
|
||||
### Technical Keywords
|
||||
- Online store, payment gateway, Stripe
|
||||
- Product catalog, inventory management
|
||||
- Shopping cart, checkout flow, conversion
|
||||
- Marketplace platform, vendor management
|
||||
|
||||
### Color Palette
|
||||
- Primary: `#EC4899` (Pink), `#F59E0B` (Amber)
|
||||
- Secondary: `#8B5CF6` (Purple), `#10B981` (Green)
|
||||
- Accent: `#3B82F6` (Blue), `#EF4444` (Red)
|
||||
|
||||
### Negative Prompt
|
||||
```
|
||||
realistic store photo, physical shop, retail store,
|
||||
people shopping, customers, cashiers, hands,
|
||||
cluttered shelves, messy products,
|
||||
text prices, brand logos, watermark
|
||||
```
|
||||
|
||||
### Recommended Model
|
||||
- Realistic Vision V5.1
|
||||
- Juggernaut XL
|
||||
|
||||
---
|
||||
|
||||
## Automation & Workflow Projects
|
||||
|
||||
### Base Prompt
|
||||
```
|
||||
workflow automation visualization, process flow diagram,
|
||||
automated pipeline illustration, task orchestration,
|
||||
business process automation, workflow nodes connected,
|
||||
integration platform design, automation dashboard,
|
||||
robotic process automation, efficiency visualization,
|
||||
streamlined processes, gear mechanisms, conveyor systems,
|
||||
modern workflow interface, productivity tools,
|
||||
clean automation design, professional illustration,
|
||||
isometric process view, smooth gradient backgrounds
|
||||
```
|
||||
|
||||
### Technical Keywords
|
||||
- n8n, Zapier, workflow automation
|
||||
- Integration platform, API orchestration
|
||||
- Task scheduling, cron jobs, triggers
|
||||
- Business process automation, RPA
|
||||
|
||||
### Color Palette
|
||||
- Primary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
|
||||
- Secondary: `#10B981` (Green), `#3B82F6` (Blue)
|
||||
- Accent: `#F59E0B` (Amber), `#EC4899` (Pink)
|
||||
|
||||
### Negative Prompt
|
||||
```
|
||||
realistic factory photo, physical machinery,
|
||||
people working, hands, faces, workers,
|
||||
cluttered, messy, industrial setting,
|
||||
text, labels, watermark, low quality
|
||||
```
|
||||
|
||||
### Recommended Model
|
||||
- SDXL Base 1.0
|
||||
- DreamShaper 8
|
||||
|
||||
---
|
||||
|
||||
## Universal Negative Prompt
|
||||
|
||||
Use this as a base for all generations:
|
||||
|
||||
```
|
||||
low quality, blurry, pixelated, grainy, jpeg artifacts, compression artifacts,
|
||||
text, letters, words, numbers, watermark, signature, copyright, logo, brand name,
|
||||
people, person, human, face, faces, hands, fingers, arms, body parts,
|
||||
portrait, selfie, crowd, group of people,
|
||||
cluttered, messy, chaotic, disorganized, busy, overwhelming,
|
||||
dark, gloomy, depressing, scary, ominous, threatening,
|
||||
ugly, distorted, deformed, mutation, extra limbs, bad anatomy,
|
||||
realistic photo, stock photo, photograph, camera phone,
|
||||
duplicate, duplication, repetitive, copied elements,
|
||||
old, outdated, vintage, retro (unless specifically wanted),
|
||||
screenshot, UI screenshot, browser window
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Prompt Engineering Best Practices
|
||||
|
||||
### 1. Specificity Matters
|
||||
- Be specific about visual elements you want
|
||||
- Include style keywords: "isometric", "minimalist", "modern"
|
||||
- Specify quality: "4k resolution", "high quality", "professional"
|
||||
|
||||
### 2. Weight Distribution
|
||||
- Most important elements should be early in the prompt
|
||||
- Use emphasis syntax if your tool supports it: `(keyword:1.2)` or `((keyword))`
|
||||
|
||||
### 3. Category Mixing
|
||||
- Combine multiple category templates for hybrid projects
|
||||
- Example: AI + Web App = neural network + modern dashboard UI
|
||||
|
||||
### 4. Color Psychology
|
||||
- **Blue**: Trust, technology, corporate
|
||||
- **Purple**: Innovation, creativity, luxury
|
||||
- **Green**: Growth, success, eco-friendly
|
||||
- **Orange**: Energy, action, excitement
|
||||
- **Pink**: Modern, playful, creative
|
||||
|
||||
### 5. Consistency
|
||||
- Use the same negative prompt across all generations
|
||||
- Maintain consistent aspect ratios (4:3 for project cards)
|
||||
- Stick to similar quality settings
|
||||
|
||||
### 6. A/B Testing
|
||||
- Generate 2-3 variants with slightly different prompts
|
||||
- Test which style resonates better with your audience
|
||||
- Refine prompts based on results
|
||||
|
||||
---
|
||||
|
||||
## Advanced Techniques
|
||||
|
||||
### ControlNet Integration
|
||||
If using ControlNet, you can guide composition:
|
||||
- Use Canny edge detection for layout control
|
||||
- Use Depth maps for 3D perspective
|
||||
- Use OpenPose for element positioning
|
||||
|
||||
### Multi-Stage Generation
|
||||
1. Generate base composition at lower resolution (512x512)
|
||||
2. Upscale using img2img with same prompt
|
||||
3. Apply post-processing (sharpening, color grading)
|
||||
|
||||
### Style Consistency
|
||||
To maintain consistent style across all project images:
|
||||
```
|
||||
Add to every prompt:
|
||||
"in the style of modern tech illustration, consistent design language,
|
||||
professional portfolio aesthetic, cohesive visual identity"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Troubleshooting Common Issues
|
||||
|
||||
### Issue: Too Abstract / Not Related to Project
|
||||
**Solution**: Add more specific technical keywords from project description
|
||||
|
||||
### Issue: Text Appearing in Images
|
||||
**Solution**: Add multiple text-related terms to negative prompt:
|
||||
`text, letters, words, typography, font, writing, characters`
|
||||
|
||||
### Issue: Dark or Poorly Lit
|
||||
**Solution**: Add lighting keywords:
|
||||
`studio lighting, bright, well-lit, soft lighting, professional lighting`
|
||||
|
||||
### Issue: Cluttered Composition
|
||||
**Solution**: Add composition keywords:
|
||||
`clean composition, minimalist, negative space, centered, balanced, organized`
|
||||
|
||||
### Issue: Wrong Aspect Ratio
|
||||
**Solution**: Specify dimensions explicitly in generation settings:
|
||||
- Cards: 1024x768 (4:3)
|
||||
- Hero: 1920x1080 (16:9)
|
||||
- Square: 1024x1024 (1:1)
|
||||
|
||||
---
|
||||
|
||||
## Quick Reference Card
|
||||
|
||||
| Category | Primary Colors | Key Style | Model |
|
||||
|----------|---------------|-----------|-------|
|
||||
| Web | Blue, Purple | Glass UI | SDXL |
|
||||
| Mobile | Indigo, Pink | Mockup | Realistic Vision |
|
||||
| DevOps | Cyan, Orange | Diagram | SDXL |
|
||||
| AI/ML | Purple, Cyan | Futuristic | SDXL |
|
||||
| Game | Red, Amber | Cinematic | Juggernaut |
|
||||
| Blockchain | Gold, Blue | Neon | SDXL |
|
||||
| IoT | Green, Cyan | Product | Realistic Vision |
|
||||
| Security | Green, Blue | Dark Tech | SDXL |
|
||||
| Data | Blue, Purple | Charts | SDXL |
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2024
|
||||
**Version**: 1.0
|
||||
**Maintained by**: Portfolio AI Image Generation System
|
||||
Reference in New Issue
Block a user