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===Workflows=== | ===Workflows=== | ||
====Beginner workflows==== | |||
[https://www.nvidia.com/en-us/glossary/multimodal-large-language-models/ Multimodal LLM]s and plugins-using LLMs such as ChatGPT, Copilot, Gemini, Grok and Meta AI provide image generation capabilities. | [https://www.nvidia.com/en-us/glossary/multimodal-large-language-models/ Multimodal LLM]s and plugins-using LLMs such as ChatGPT, Copilot, Gemini, Grok and Meta AI provide image generation capabilities. | ||
* In addition, there are specialized tools (e.g., diffusion-based systems) that offer more control and customization. However, most users already have access to at least one of | * In addition, there are specialized tools (e.g., diffusion-based systems) that offer more control and customization. However, most users already have access to at least one of '''ChatBot''' and can begin generating images immediately. | ||
* For ''high-volume generation'', a paid subscription or plan is typically required. | * For '''high-volume generation''', a '''paid subscription''' or plan is typically '''required'''. | ||
For image editing and post-processing, dedicated graphics software such as [https://www.gimp.org/downloads/ GIMP], [https://krita.org Krita], or [https://www.adobe.com/products/photoshop.html Photoshop] is recommended. These tools allow precise control (e.g., masking, compositing, color correction) and can complement GenAI workflows. | '''For image editing''' and post-processing, '''dedicated graphics software''' such as [https://www.gimp.org/downloads/ GIMP], [https://krita.org Krita], or [https://www.adobe.com/products/photoshop.html Photoshop] '''is recommended'''. These tools allow precise control (e.g., '''masking, compositing, color correction''') and can '''complement GenAI workflows'''. | ||
In general you will always want to takes these steps: Generate, refine via text prompts, select final candidates, refine via graphic tools. | In general you will always want to takes these steps: Generate, refine via text prompts, select final candidates, refine via graphic tools. | ||
In context of its limitations, chatbot-based workflows are most often nonetheless a big '''improvement over pure manual workflows''': They '''speed up prototyping''' and let you explore different creative directions for drafts. | |||
When you want to work with chatbots, you effectively have to learn [[wp:prompt_engineering|prompt engineering]]: You basically learn how to write ''good prompts''. | |||
==== | =====General notes on image upgrading===== | ||
For upgrading a very low quality yet important image you probably want to '''upgrade specific elements first''' so details are not hallucinated to an unacceptable level. | |||
text prompt + low quality image + before updated element 1 for reference + before updated element 2 for reference = higher quality image | |||
=====ChatGPT===== | =====ChatGPT===== | ||
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