I've been experimenting with AI image generation tools like DALL·E and Midjourney, and while I get some impressive images, using them in actual products is where I face challenges. The main issue isn't the quality of the images; it's more about having control and consistency. For instance, when trying to modify a logo's color or create a clean vector version, the process often becomes more complicated than necessary. Changes I didn't intend to make pop up when I regenerate images, and making even small edits usually requires starting from scratch. This makes it hard to bridge the gap between a 'cool generated image' and something I can reliably incorporate with data, layouts, or other assets. I'm wondering if others experience this too and if there are any tools or workflows that make AI-generated images practical for real-world applications.
3 Answers
I hear you! AI image generation can feel like a one-shot deal. Every time I try to tweak an image, things often go sideways. It's like the context gets lost, and you're left with something totally different than what you envisioned.
To make AI-generated images fit better into workflows, I suggest a modular approach. Use the AI to create backgrounds or specific elements, then combine them in something like Photoshop for layout control. For logo work, check out tools that can convert images to SVG; that'll give you the clean vectors you need.
Totally get the struggle! The consistency with AI outputs is a real issue. What works for me is using DALL·E or Midjourney to generate initial concepts and then having a designer refine them. For product images, I prefer img2img with consistent settings to keep things in line. I've also started storing my generation parameters to reproduce similar looks. Generally, I find using AI more as a creative aid rather than a complete replacement works best.
That sounds like a good approach! AI-assisted techniques definitely seem more effective in the creative process.
That makes a lot of sense! I've been doing something similar, generating pieces with AI and then refining them in Figma. It's good, but it can get tedious managing all those steps. I'd love to know if anyone's found a way to streamline that process!