Advanced Image Generation

After this skill you can…

• Use ControlNet for pose/depth-guided generation
• Train a LoRA on your own subject
• Build a ComfyUI node workflow

Prerequisites

Watch (10 videos)

GANs vs. Diffusion Models: Which Generative AI Architecture Should You Use?

SH AI Academy · advanced

→ Implement advanced image generation techniques→ Optimize generative models for specific tasks

5 Ways to Use Images in Midjourney

Midjourney · beginner hands-on

→ Use style references to drive specific visuals→ Create characters and objects with Omni Reference

How Synthesia Scales AI Video

The Information · advanced hands-on

→ Scale AI video platforms→ Maintain brand consistency across organizations

High-Efficiency Diffusion Models for On-Device Image Generation and Editing [Hung Bui] - 753

TWIML AI Podcast · advanced hands-on

→ Implement high-efficiency diffusion models→ Optimize models for on-device deployment

EXACTLY How to use Higgsfield AI in 2026

Youri van Hofwegen · intermediate hands-on

→ Use Higgsfield AI for advanced image generation→ Create cinematic scenes with professional camera settings

LTX-2 Released opensource!

Sebastian Kamph · intermediate hands-on

→ Optimize workflows for better performance→ Use Lora for camera movement and control

Comparing PromeAI to Midjourney and Stable Diffusion (Architect Insight)

ArchViz · advanced hands-on

→ Use PromeAI for advanced image generation→ Optimize AI design workflows→ Create visual inspiration with AI tools

How to Blend Real Footage + AI to Direct a Winter Fox

Oxen · intermediate

→ Use WAN 2.1 VACE for image generation→ Apply Depth Maps for realistic effects

Building with FLUX.2: From Prototype to Real-World Application

NVIDIA Developer · intermediate

→ Optimize generative AI models→ Develop scalable applications

Fine-Tuned Qwen-Image-Edit vs Nano-Banana: Generating 1.2 Million Images

Oxen · advanced

→ Fine-tune image generation models→ Optimize image generation for large datasets

Read (10 articles)