IMAGE GENERATION

Tools to control your AI image generation

By Ilya Mezerovsky

This session is about the different techniques available to give you control your AI image generation.

A few words about tools access

A few words about tools access

  • The techniques we will cover are not tool specific.
  • Not all tools covered in this talk will be immediately available.
  • Use the AI tools hub to discover the best tools for your team!

Introduction: Who Am I?

  • Joined monday 3.5 years ago.
  • AI Creative and Productivity Advisor at monday.com.
  • Worked on a variety of projects and product in monday.
  • Been using, exploring and developing AI based tools before they were cool.

First AI image today

Agenda

  • Text to image
  • Image to image
  • Image editing models
  • LORAs

Image Generation

Image Generation

Text to image

Image Generation

Image Generation

Text to image

  • ChatGPT
  • Midjourney
  • Flux Family
  • Stable Diffusion
  • Imagen 4
  • Etc.

Image Generation

Image Generation

Basic prompt creation

Image Generation

Image Generation

Basic prompt creation

Image Generation

Image Generation

Image to Image

Image Generation

Image Generation

Image to Image

  • ControlNets
  • Outpainting/Inpainting

Image Generation

Image Generation

ControlNets

  • Flux dev
  • Adobe Firefly* 
  • Stable Diffusion

Image Generation

Image Generation

Outpainting/Inpainting

  • Flux dev
  • Adobe Firefly* 
  • Stable Diffusion

Image Generation

Image Generation

LORAs

LoRA (Low-Rank Adaptation) in simple terms is a smaller, specialized “add-on” for large models

Image Generation

Image Generation

Editing Models

Image Generation

Image Generation

Editing Models

  • Flux Kontext
  • ChatGPT 4o

Popular Gen-AI domains and tools

 

  • Natural‑Language Generation – ChatGPT, Claude, Gemini

  • Image Synthesis & Editing – 4o, Midjourney, Stable Diffusion, Flux

  • Video Creation & Animation – Runway, Pika, Sora, Veo 3, WAN 2.1

  • Audio & Music Production – Suno, ElevenLabs, MusicGen

  • 3D Asset & Scene Generation – Hunyuan 2.5, LumaAI, Meshy, TRELLIS

  • Code & Dev Assistance – Cursor, Base44

Use-cases and resources at the

end of  this deck!

Thank You!

Q&A / Discussion

Resources and

Use-cases

Text Gen AI

Use Cases:

  • Content Generation: Articles, blog posts, marketing copy, product descriptions.

  • Conversational AI: Chatbots, virtual assistants, automated customer support.

  • Code Generation: Autocompletion, code refactoring, documentation generation.

  • Summarization: News aggregation, meeting minutes, legal document summarization.

  • Translation & Localization: Language translation, dialect adaptation, cultural customization.

  • Creative Writing: Storytelling, poetry, scriptwriting.

  • Text-based Game/NPC Dialogue: Dynamic character interactions, procedural quest generation.

  • Data Analysis & Insights: Report automation, financial analysis, trend prediction.

Text Gen AI

  • ChatGPT (OpenAI) – A conversational assistant
  • LLaMA (Meta) – An open-source language model
  • Claude (Anthropic) – A writing & project management assistant
  • Custom Finetunes – Tailored open-source models trained on specific data

Image Gen AI

Use Cases:

  • Image Generation: Concept art, marketing visuals, social media graphics.
  • Inpainting & Editing: Object removal, image enhancement, style transfer.
  • Super-resolution: Improving image quality (e.g., upscaling old photos).
  • AI-driven Design: Logos, UI/UX elements, 3D textures.
  • Product Visualization: E-commerce previews, fashion and interior design mockups.
  • Medical Imaging Analysis: AI-assisted X-ray, MRI, and CT scan analysis.
  • Security & Surveillance: Face recognition, object detection.

Image Gen AI

  • Midjourney – Text-to-image creation
  • Stable Diffusion – Open-source text-to-image
  • Flux – Photo-realistic image generation

Video Gen AI

Use Cases:

  • Video Generation: AI-generated films, animated explainer videos, deepfake synthesis.
  • Video Editing & Enhancement: Auto-colorization, frame interpolation, stabilization.
  • Virtual Production: AI-assisted CGI, background replacement, motion capture.
  • Personalized Content: AI-driven dynamic ads, customized video messages.
  • Automated Video Summarization: Highlight reels, scene detection for content creators.
  • Security & Surveillance: AI-powered threat detection, anomaly tracking.
  • Synthetic Training Data: AI-generated simulations for machine learning training.

Video Gen AI

  • Runway – AI-powered video creation & editing
  • AnimateDiff – Text-to-animation approach
  • Hunyuan - Opensource video generation

3D Gen AI

Use Cases:

  • 3D Asset Generation: Game development, architecture, digital twin simulations.
  • Procedural Environment Creation: AI-assisted world-building in games & VR.
  • 3D Character Creation: AI-generated humanoids, creatures, avatars.
  • Motion Capture & Animation: AI-driven pose estimation, facial animation.
  • Manufacturing & Prototyping: AI-generated CAD models, 3D printing optimization.
  • Medical Applications: AI-assisted prosthetic design, anatomical modeling.
  • Augmented Reality (AR) & Virtual Reality (VR): AI-powered object recognition and placement.

3D Gen AI

  • Trellis – AI-driven 3D modeling
  • Meshy – Automated 3D mesh generation & optimization
  • HunYuan - Open sourced 3D models 

Audio Gen AI

Use Cases:

  • Speech Synthesis & Voice Cloning: AI-generated voiceovers, personalized digital assistants.
  • Music Generation & Enhancement: AI-composed music, auto-mixing, and mastering.
  • Sound Design & Foley: AI-generated sound effects for movies and games.
  • Noise Reduction & Enhancement: Podcast cleanup, audio restoration.
  • Speech Recognition & Transcription: AI-driven subtitles, accessibility tools.
  • Emotion & Sentiment Analysis: AI-powered call center analytics, audience sentiment tracking.

Audio Gen AI

Image generation

By Ilya Mezerov

Image generation

  • 17

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