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To generate images from natural language prompts using Gemini, you can use a shell script to automate the process. It converts your text prompts into Gemini-based images, enabling fast iteration for creative visuals, marketing assets, and concept art.

Yes, you can use an optional reference image for character consistency during image generation. This image-to-image capability allows you to maintain visual consistency across generated assets while applying prompt enhancements.

Yes, you need Gemini API access to generate images from the command line. The script automates rendering through the API, allowing you to adjust size, aspect ratio, and model variants like pro or flash for quality and speed.

The best way to adjust aspect ratio and image size is by passing specific parameters to the generation script. You can specify dimensions like 2K and aspect ratios like 16:9 to control the output format for your creative visuals.

Prompt enhancement for AI image generation automatically refines your natural language input using specific techniques. This ensures consistent output quality and faster ideation when converting text prompts into creative visuals or concept art.

The difference between pro and flash models lies in rendering quality versus speed. You can select the pro variant for higher quality output or the flash variant for faster image generation depending on your creative asset needs.