Introduction to Gemini API and Imagen 3
The Gemini API offers support for image generation through the utilization of Gemini 2.0 Flash Experimental and Imagen 3. This comprehensive guide aims to assist you in initiating your journey with both of these innovative models.
Generating Images with Gemini 2.0 Flash Experimental
Gemini 2.0 Flash Experimental presents users with the capability to produce text and inline images seamlessly. This feature enables the utilization of Gemini for interactive image editing or the creation of outputs that intertwine text and images harmoniously. It is important to note that all images generated using Gemini include a SynthID watermark, with Google AI Studio images also containing a visible watermark.
The following example showcases the process of utilizing Gemini 2.0 to generate text-and-image outputs:
Depending on the prompt and context, Gemini will generate content in various modes such as text to image or text to image and text combinations. Below are some illustrative examples:
Choosing the Right Model for Image Generation
The selection of the ideal model for image generation is contingent upon your specific use case. Gemini 2.0 is well-suited for generating contextually relevant images, integrating text with images, leveraging world knowledge, and reasoning about images. This model facilitates the creation of precise, contextually appropriate visuals embedded within extensive text sequences. Additionally, it allows for conversational image editing using natural language while preserving context throughout the interaction.
On the other hand, if image quality stands as your primary concern, Imagen 3 emerges as a more suitable option. Imagen 3 excels in achieving photorealism, artistic intricacy, and specific styles like impressionism or anime. This model is particularly effective for specialized image editing tasks such as enhancing product backgrounds, upscaling images, and infusing branding elements and style into visuals. It can also be leveraged for crafting logos and other branded product designs.
Imagen 3: Google's Premier Text-to-Image Model
The Gemini API serves as a gateway to Imagen 3, Google's premier text-to-image model distinguished by its enhanced capabilities. Imagen 3 boasts a variety of new and improved features, allowing users to accomplish the following:
While Imagen currently supports English-only prompts and specific parameters, it stands as a powerful tool for image generation with unparalleled quality and precision.
Unless otherwise stated, the content on this page is licensed under the Creative Commons Attribution 4.0 License, while the code samples are licensed under the Apache 2.0 License. For further information, please refer to the Google Developers Site Policies. Please note that Java is a registered trademark of Oracle and/or its affiliates. Last updated on 2025-03-17 UTC.
