AI LAB

Technical guides on how AI generates images and video. Written by practitioners, not aggregators.

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How AI Images Are Actually Made: From Prompt to Pixel

The complete technical breakdown of diffusion models, latent space, text encoding, and the denoising process that turns words into images. Understand the full pipeline from the inside out.

Comprehensive Guide · 15 min read

Topic Directory

⚙ Tools & Platforms

Stable Diffusion: The Complete Guide Intermediate
Midjourney: Everything You Need to Know Beginner
ComfyUI: The Node-Based Workflow Intermediate
Best AI Image Generators Compared Beginner

✎ Prompt Engineering

Prompt Engineering: The Master Guide Intermediate
Negative Prompts: Controlling What AI Does Not Generate Intermediate

🔬 Advanced Techniques

What is LoRA? Fine-Tuning AI Models Explained Advanced
ControlNet: Precise Compositional Control Advanced
Inpainting and Outpainting Intermediate
img2img: Transforming Existing Images Intermediate
AI Upscaling: Resolution Without Quality Loss Intermediate

🎥 AI Video

AI Video Generation: The Complete Guide Intermediate
Best AI Video Generators Compared Beginner

📚 Technical Reference

Samplers Explained: Which One and When Advanced
CFG Scale: Creativity vs. Prompt Adherence Intermediate
AI Art Glossary: Every Term Defined Beginner

⚖ Ethics & Legal

The Ethics of AI-Generated Art Beginner
AI Art and Copyright Law Beginner

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