Transform images with AI-powered creativity

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May 20, 2025

Google Imagen

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Imagen 3

Transform images with AI-powered creativity

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Overview

Imagen 2 on Vertex AI is Google Cloud’s advanced text-to-image technology, now available for Vertex AI customers on the allowlist. Developed with Google DeepMind technology, Imagen 2 delivers superior image quality and offers features for customizable image generation.*

*Key Features:*
1. **High-Quality Image Generation:** Imagen 2 produces accurate, photorealistic, high-resolution images from natural language prompts, catering to diverse use cases.

2. **Text Rendering Support:** Overcoming common challenges in text-to-image technologies, Imagen 2 ensures accurate rendering of specified text, providing deeper control for branding and messaging.

3. **Logo Generation:** Imagen 2 generates creative and realistic logos, including emblems and lettermarks, allowing customization for businesses, brands, and products.

4. **Captions and Question-Answering:** Enhanced image understanding capabilities enable the creation of descriptive captions and detailed answers to questions about image elements.

5. **Multi-Language Support:** Imagen 2 supports text prompts and outputs in multiple languages, initially launching with six languages and more planned for release in early 2024.

6. **Safety Measures:** Imagen 2 incorporates built-in safety features, aligning with Google’s Responsible AI principles. It integrates digital watermarking for invisible watermarks and includes safety filters to prevent the generation of potentially harmful content.

*Enterprise-Ready Capabilities:*
Imagen 2 on Vertex AI offers enterprise-grade reliability and governance, ensuring organizations can meet specific brand requirements. Notable adopters include Snap, Shutterstock, and Canva, highlighting its scalability, reliability, and adherence to brand safety principles. Imagen 2 empowers creative processes, enabling users to express creativity seamlessly and augment content creation at scale. The model is continually evolving, with a commitment to responsibly sourced data and ethical AI practices. Organizations interested in exploring Imagen 2 on Vertex AI can refer to the documentation or contact their Google Cloud account representative to join the Trusted Tester Program.

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Google Imagen v4

May 20, 2025

More photorealistic images with better handling of fine details like fur, water, and textures

Supports both realistic and artistic styles

Major improvement in generating readable, accurate text within images

Great for posters, cards, and graphics with typography

Generates images up to 2K resolution with support for various aspect ratios

Available via the Gemini app, Vertex AI, Google Workspace (Docs, Slides, Vids), and Google AI Studio

All generated images include an invisible SynthID watermark for traceability

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30 days

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15,139

4.1(14)3

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Interior design55 0 Product images29 0

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Reviews

4.1

Average from 14 ratings.

★ ★ ★ ★ ★ 8

★ ★ ★ ★ 3

★ ★ ★ 1

★ ★ 0

★ 2

Comments(3)

tamara khan

🛠️ 1 tool 🙏 24 karma

Oct 10, 2025

@v4

Rated it

Colors stay rich without that plastic shine. holds a mood across shots pretty well. overall it’s dependable.

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Walter Ayala

🛠️ 1 tool 🙏 3 karma

Aug 20, 2025

@v4

Rated it

Tried Imagen 2 and it actually works really well. The pics look super sharp and even the text comes out right most of the time.

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Sigrid Klotz

🛠️ 2 tools 🙏 30 karma

Aug 18, 2025

@v4

Rated it

Google Imagen has been a pleasant surprise for clean work (icons, stickers)!!! Loads of style options and it nails tidy lines, soft shading and punchy color without much prompt fuss. GREAT TOOL!!

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Architectural Blueprint Creator

Valentina Jara

🛠️ 1 tool 🙏 104 karma

Transform your building ideas into precise, professional blueprint-style images. Describe your design in detail to generate clean, labeled technical drawings with classic blueprint aesthetics, perfect for planning, concept art, or presentations.

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Produce an image only with no text or explanation that is a true architectural blueprint. The output must strictly resemble a technical drawing, with clean line work, scaled floor plans, labeled sections, dimension markings, and grid or blueprint-style backgrounds. Avoid any rendered or realistic images and focus entirely on the look of a professional blueprint drawing used by architects and engineers. Emphasize precise, schematic representation over color or texture, using classic blueprint aesthetics like white lines on blue or blue lines on white.

Details: 
-Describe the structure or design you want as a blueprint. Include building type, number of floors, architectural style, key rooms or features, layout complexity, desired labeling, and any specific sections or views (floor plan, elevation, cross-section) you want depicted to make the blueprint detailed and usable.

Ancient Future Avatars

Andy Moore

🙏 52 karma

Step into a lost world where nature and technology unite. Create a stunning portrait of a character from an advanced, nature-aligned civilization. Highlight unique features, organic designs, and bioluminescent details for a polished, eye-catching avatar or icon that celebrates this sophisticated, ancient culture.

Comment Share

Copy

Create a stylized portrait of a character from a long lost civilization that was similar to ours but followed a more advanced, nature aligned path.

Base the design on the following description:
(hair color: , eye color: , clothing style: , expression: , background theme: )<---->enter your description here

Emphasize unique cultural details that reflect a society deeply integrated with nature yet highly advanced, such as organic materials shaped with precision, bioluminescent accents, natural patterns woven into advanced textiles, and eco friendly technology seamlessly integrated into clothing or accessories.

The portrait should focus on the face and upper body, clearly showcasing the specified features along with distinct markers of this civilization’s aesthetic. Use a clean, consistent art style appropriate for profile pictures, game avatars, or character icons.

Match the given expression authentically, ensuring the character’s mood is clear and expressive. The background theme should evoke the civilization’s advanced yet natural world, lush greenery, carved stone structures overgrown with moss, or soft, ambient bioluminescent light, while remaining subtle enough to keep the focus on the character.

The final image should be high quality, visually striking, and suitable for all audiences, conveying the idea of an ancient but sophisticated society harmonized with nature.

Pros and Cons

Pros

Part of Google Cloud Product Suite

Compatibility with other Google Services

Powerful image-generation capabilities

Customizable tooling

Managed infrastructure

Privacy and safety features

Generates high-quality, photorealistic images

Text rendering in multiple languages

Logo generation

Visual Question and Answering capability

Indemnification commitment

Enterprise-grade reliability

Supports multiple languages

Safety precautions

Integrated digital watermarking service

Comprehensive safety filters

Organizational-level image generation features

Support for branding and messaging

Integration with numerous third-party platforms

Integration with Google DeepMind technology

High-resolution image generation

Aesthetically pleasing image generation

View 17 more pros

Cons

Lacks detailed description

Assumed functionalities

Requires allowlist access

Limited language support

Google Cloud services dependency

Extensive training needed

Safety features in beta

Complex integration process

Doesn't support offline use

High resource consumption

View 5 more cons

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Q&A

What is Imagen2 on Vertex AI?

Imagen2 on Vertex AI is a Google Cloud product that incorporates Imagen 2, a technology developed by Google DeepMind, into the Vertex AI platform. This integration offers advanced text-to-image technology for applications requiring image generation capabilities.

What does Imagen2 on Vertex AI do?

Imagen2 on Vertex AI is a powerful tool for transforming text into high-quality, photorealistic images. It can generate diverse images from natural language prompts, create company logos, and overlay them onto images. It also offers a unique feature of answering questions about specific image details and can generate captions from images.

What are the key features of Imagen2 on Vertex AI?

Key features of Imagen2 on Vertex AI include generating high-resolution, visually appealing images from text prompts, text rendering in multiple languages, logo generation, and visual question answering. It extends support for multiple languages beyond English, including Chinese, Hindi, Japanese, Korean, Portuguese, and Spanish. Imagen 2 also follows Google’s Responsible AI principles and provides safety filters to prevent potentially harmful content generation.

How is Imagen2 integrated with Google Cloud's Vertex AI platform?

Imagen2 is part of the broader Google Cloud product suite and is designed to seamlessly integrate with the Vertex AI platform. This allows users to take full advantage of the comprehensive IT solutions offered by Google Cloud. By combining sophisticated tools such as Imagen2 with Vertex AI's capabilities, organizations can enhance their AI and Machine Learning applications.

How can Imagen2 on Vertex AI benefit me in AI and Machine Learning?

Imagen2 on Vertex AI can significantly enhance the capabilities of AI and Machine Learning applications, especially for those requiring image generation. It can generate high-quality, photorealistic images from text prompts, which is a valuable feature for many machine learning applications. Its ability to deliver precise image+text understanding and a series of novel training and modeling techniques make it an efficient tool in the AI and Machine Learning space.

Can Imagen2 on Vertex AI work in tandem with other Google Cloud services?

Yes, as a Google Cloud product, Imagen2 on Vertex AI is designed to work in tandem with other Google Cloud services. This allows users to integrate a wide range of Google Cloud tools and services for comprehensive solutions in information technology applications.

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Is Imagen2 on Vertex AI generally available for everyone?

Imagen2 on Vertex AI is generally available for Vertex AI customers on the allowlist. This means it's made available for customers who are vetted and approved for access.

What does it mean to be part of the allowlist for Imagen2 on Vertex AI?

Being part of the allowlist for Imagen2 on Vertex AI means that you have been approved for access to this service. This status allows customers to customize and deploy Imagen2 with features that include intuitive tooling, fully-managed infrastructure, and built-in privacy and safety features.

Does Imagen2 on Vertex AI offer text rendering in multiple languages?

Yes, Imagen2 on Vertex AI offers text rendering in multiple languages. This allows users to create images with accurate text overlays across several languages.

Can I use Imagen2 on Vertex AI to generate logo for my company?

Yes, Imagen2 on Vertex AI is capable of generating company and product logos. The software can create diverse and realistic logos, including emblems, lettermarks, and abstract logos.

Does Imagen2 on Vertex AI support visual question and answering?

Yes, Imagen2 on Vertex AI supports a visual question and answering feature. This feature allows users to obtain informative text responses about particular details within an image.

Is Imagen2 on Vertex AI equipped with privacy and safety features?

Yes, Imagen2 on Vertex AI comes with built-in privacy and safety features. These features include a digital watermarking service and safety filters to prevent harmful content generation.

What is the indemnification commitment related to Imagen2 on Vertex AI?

Vertex AI's indemnification commitment now covers Imagen on Vertex AI, which includes Imagen 2 and future generally available upgrades. Google employs a two-pronged copyright indemnification approach which grants customers reassurance when using generative AI products.

Can I generate high quality photorealistic images with Imagen2 on Vertex AI?

Yes, Imagen2 on Vertex AI is capable of producing accurate, high-quality, photorealistic images. It achieves this through a combination of improved image+text understanding and a variety of novel training and modeling techniques.

Does Imagen2 on Vertex AI allow prompts in languages other than English?

Beyond English, Imagen 2 supports six additional languages: Chinese, Hindi, Japanese, Korean, Portuguese, and Spanish. It can accept prompts in these languages, and it also has the capability to translate between prompt and output, for example, receiving a prompt in Spanish but rendering the output in Portuguese.

What are the safety precautions built into Imagen2 on Vertex AI?

Imagen 2's safety precautions include built-in safety measures to ensure alignment with Google’s Responsible AI principles. For instance, Imagen 2 is integrated with an experimental digital watermarking service that enables users to generate invisible watermarks and verify images generated by Imagen. It also includes safety filters to prevent the generation of potentially harmful content.

Can I use Imagen2 on Vertex AI to generate captions from images?

Yes, Imagen2’s advanced image understanding capabilities enable customers to generate vibrant, descriptive, long-form captions from images. This feature enhances the usability and functionality of created images.

Could Imagen2 on Vertex AI be used for application development?

Yes, the features and tools offered by Imagen2 make it suitable for application development, especially for those applications that require the generation of visuals from text inputs. With the versatility of its offerings, application developers can create more engaging and interactive solutions.

How does Google ensure the responsible use of AI with Imagen2 on Vertex AI?

Google ensures the responsible use of AI with Imagen2 on Vertex AI through several measures. Firstly, it follows Google’s Responsible AI principles. Secondly, it employs comprehensive safety filters to prevent the generation of potentially harmful content. Lastly, Imagen 2 is integrated with Google DeepMind’s SynthID, which has developed an experimental digital watermarking service to ensure authenticity of the images.

Does Google offer any documentation or support for new users of Imagen2 on Vertex AI?

Yes, Google provides detailed documentation for users wishing to get started with Imagen2 on Vertex AI. Users can also reach out to their Google Cloud account representative to join the Trusted Tester Program for more personal support and guidance.

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