Googles New "Text To IMAGE Model" Just CHANGED Everything (Now RELEASED!)

1 Feb 202424:40

TLDRGoogle has recently launched Imagen 2, a groundbreaking text-to-image technology that is being hailed as the best in its class. This new model is part of Google's commitment to the AI race, showcasing their advanced capabilities. Imagen 2 is not yet available in all countries, but it has been integrated into Google's Bard, which is accessible to users. The technology focuses on photorealism, offering high-quality images that are aesthetically pleasing and align with human preferences. It also includes features like out-painting, in-painting, text rendering, and intuitive editing, allowing users to easily manipulate images to their liking. Google's Test Kitchen provides access to these features, which are still in the testing phase. The platform also includes built-in safety measures, such as Google's Synth ID, which watermarks images to verify their authenticity and origin. The ease of use and the quality of the generated images make Imagen 2 a significant step forward in the field of AI image generation.


  • πŸš€ Google has released Imagen 2, an advanced text-to-image technology that could be a game-changer in AI image generation.
  • 🌍 Imagen 2 is not available in all countries, with some European countries like Switzerland and the UK currently unable to access it.
  • πŸ–ΌοΈ Google's focus on photorealism in Imagen 2 has resulted in high-quality images that are impressively realistic.
  • πŸ“ˆ The model has been trained to align with human preferences for aesthetics, including good lighting, framing, and exposure.
  • 🀲 A notable improvement is the realistic representation of hands, a challenge for previous AI image generators.
  • 🧩 Imagen 2 offers features like 'out painting' and 'in painting,' allowing users to expand or add elements to existing images.
  • ✍️ Text rendering support has been added, enabling the inclusion of text in images with a high degree of accuracy and style.
  • 🎨 Intuitive editing through 'image effects' allows users to easily modify and customize their generated images with various styles and settings.
  • πŸ“± The user interface for Imagen 2 is straightforward and accessible, potentially leading to wider adoption compared to more complex systems.
  • 🌟 Google's Imagen 2 includes built-in safety precautions and is watermarked with Google Synth ID, allowing verification of AI-generated images.
  • βœ… The system is fast and efficient, with no apparent limits on the number of image generations a user can produce in a session.

Q & A

  • What is the name of Google's new text to image technology?

    -Google's new text to image technology is called 'Imagen 2'.

  • How does Google's Imagen 2 differ from previous text to image generators?

    -Imagen 2 focuses on photorealism and has been trained based on human preferences for qualities like good lighting, framing, exposure, and sharpness. It also includes features like out-painting, in-painting, and text rendering support.

  • In which countries is Google's Imagen 2 not currently available?

    -Imagen 2 is not available in the European Economic Area, Switzerland, and the UK.

  • What is the significance of the 'seed' in the context of image generation?

    -The 'seed' is a starting point for the AI to generate a field of visual noise, allowing for consistent results across image generations.

  • How does Google's Imagen 2 handle the creation of hands in images?

    -Imagen 2 has significantly improved the generation of hands, making them appear 100% realistic, which was a challenge for earlier AI models.

  • What is the purpose of Google's Test Kitchen?

    -Google's Test Kitchen is an area where users can test new Google releases before they are widely rolled out to the public.

  • What is the role of the 'synth ID' in the generated images by Imagen 2?

    -Synth ID is a digital watermark embedded into the pixels of the generated images, imperceptible to the human eye, which allows for the verification of images created by the software.

  • How does Imagen 2's intuitive editing feature work?

    -Intuitive editing allows users to break down the generated images into different sections and adjust these sections according to their preferences, providing greater creative freedom.

  • What is the main advantage of Imagen 2's text rendering support?

    -Imagen 2's text rendering support allows for text to be included in images with a remarkable degree of accuracy, even with different fonts and stylistic elements.

  • How does Google's Imagen 2 compare to other models like DALL-E 3 in terms of photorealism?

    -Imagen 2 has been trained to be very photorealistic, and in comparisons, it often appears to be on par with or even surpasses DALL-E 3 in terms of the quality of photorealistic images it can generate.

  • What are some of the creative features available in Google's Imagen 2?

    -Imagen 2 offers features like out-painting, in-painting, text rendering, intuitive editing, and various styles such as photorealistic, 35mm film, minimal, sketchy, and handmade.



πŸš€ Introduction to Google's IM2: Advanced Text to Image Technology

Google has released IM2, a groundbreaking text to image technology that is being hailed as the best in its class. The technology was launched unexpectedly, showcasing Google's commitment to the AI race. IM2 is particularly impressive due to its photorealistic image generation capabilities, which are a significant leap from its predecessor, IM1. The script discusses the various prompts that can be used with IM2 to generate a range of images and highlights the technology's ability to generate images that are not only realistic but also align with human preferences for aesthetics. The technology is not yet available in all countries, but Google has provided ways for users in restricted areas to access it. IM2's features include the ability to create high-quality images, address previous AI limitations such as generating hands, and offer diverse and creative image options.


πŸ–ΌοΈ Exploring IM2's Photorealism and Creative Features

The video script delves into the photorealistic capabilities of Google's IM2, emphasizing how the technology has been trained to prioritize human preferences for image quality. It also introduces the concept of 'out painting,' where users can expand the canvas of a generated image, and 'in painting,' where elements can be added to an existing image. Additionally, IM2 supports text rendering, allowing for accurate inclusion of text within images. The script highlights the intuitive editing feature, which enables users to modify different sections of an image to suit their preferences. This level of control and customization is presented as a significant advantage over other models, offering greater creative freedom.


🌐 Accessibility and Safety Features of Google's Image Effects

Google's Image Effects, part of Google's Test Kitchen, allows users to experiment with new features before they are widely released. The script discusses the ability to generate logos and the inclusion of seeds for image generation, which provide consistency across a series of images. A key aspect of IM2 is its built-in safety precautions, which ensure that generated images align with Google's responsible AI principles. The technology also incorporates Google Synth ID, a digital watermark embedded in the pixels of generated images that remains detectable even after modifications. This feature is seen as crucial for verifying the authenticity of images in the era of AI-generated content.


🎨 Diverse Image Styles and Realistic Rendering with IM2

The script showcases the diverse styles that can be generated using IM2, from realistic photos to digital art and mixed media. It also demonstrates the ability to create images for specific purposes, such as a social media post for a buffalo wing festival or a fashion show in a steampunk style. Comparisons are made with Darly 3, another advanced image generation model, to highlight the strengths of IM2 in terms of photorealism and diverse interpretations. The script emphasizes the potential of IM2 to be a game-changer in the field of image generation.


πŸ› οΈ Demonstrating the Ease of Use and Power of Google's Image Effects

The final paragraph demonstrates the ease of use and powerful capabilities of Google's Image Effects, accessible through Google's Test Kitchen. The script provides a live demonstration of generating images using simple prompts and adjusting settings such as style, seed, and aesthetics. It highlights the quick generation time and the ability to produce a high volume of images without limitations. The user interface is praised for its intuitiveness and for making the image generation process more accessible to a wider audience, potentially leading to greater adoption and use.



πŸ’‘Text to Image Technology

Text to image technology refers to the process of converting textual descriptions into visual images. In the context of the video, Google's new 'Imagen 2' is a sophisticated example of this technology, which generates high-quality, photorealistic images based on textual prompts. It represents a significant leap in AI-driven image generation.

πŸ’‘Photo Realism

Photo realism in the video refers to the quality of the generated images closely resembling real-world photographs. Google's 'Imagen 2' focuses on this aspect, with the aim of creating images that are aesthetically pleasing and align with human preferences for good lighting, framing, exposure, and sharpness.

πŸ’‘AI Race

The term 'AI race' is used to describe the competitive development of artificial intelligence technologies among major tech companies. The video highlights Google's 'Gemini Pro' and 'Imagen 2' as examples of Google's serious approach to staying ahead in this race by advancing their AI capabilities.

πŸ’‘Intuitive Editing

Intuitive editing is the ability to easily and naturally make changes to an image or its elements. Google's 'Image Effects' feature, as discussed in the video, allows users to intuitively edit images by changing styles and elements with simple prompts, which streamlines the creative process.

πŸ’‘Text Rendering Support

Text rendering support refers to the ability of an image generation system to accurately and creatively incorporate text into the generated images. The video showcases how Google's 'Imagen 2' can render text with high accuracy, enhancing the realism and utility of the generated images.

πŸ’‘Out Painting and In Painting

Out painting and in painting are techniques where an image is expanded or modified to include additional elements. 'Out painting' involves extending the boundaries of an image, while 'in painting' fills in missing parts within the image. Google's technology allows for these features, giving users more control over the final composition.


In the context of AI-generated images, 'seeds' are numerical values that serve as the starting point for the image generation process. The video mentions that Google's 'Imagen 2' provides seed numbers, allowing users to recreate similar images consistently, which is a useful feature for maintaining a cohesive style across multiple images.

πŸ’‘Safety Precautions

Safety precautions in AI refer to the measures taken to ensure that the technology is used responsibly and ethically. Google's 'Imagen 2' includes built-in safety features to align with responsible AI principles, such as watermarking images with a 'Google Synth ID' to verify their authenticity.

πŸ’‘Image Effects

Image Effects is a feature within Google's Test Kitchen that allows users to experiment with different styles and effects on generated images. As highlighted in the video, it provides an intuitive interface for users to create images with various styles, such as photorealistic, sketchy, or handmade, by simply typing in prompts.

πŸ’‘Google's Test Kitchen

Google's Test Kitchen is a platform where users can test new Google releases before they are widely available. It serves as an experimental space for Google to gather feedback on new technologies like 'Image Effects' and 'Music Effects', which are showcased in the video.

πŸ’‘Digital Watermark

A digital watermark is a form of protection embedded into digital media, such as images, to verify its authenticity and origin. In the video, it is mentioned that Google's 'Imagen 2' uses a digital watermark, the 'Google Synth ID', which is imperceptible to the human eye but can be detected to confirm that an image was generated by the software.


Google has released Imagen 2, their most advanced text to image technology, which is potentially the best in the market.

Imagen 2's release was unexpected and showcases Google's commitment to the AI race with their Gemini Pro.

The technology is not yet available in all countries, with some European countries like Switzerland and the UK excluded for now.

Imagen 2 focuses on photorealism, generating high-quality images that closely resemble real photographs.

Google trained a specialized image Aesthetics model based on human preferences for qualities like good lighting and framing.

The model has made significant advancements, especially in generating realistic hands, which was a previous challenge for AI.

Imagen 2 includes features like out-painting and in-painting, allowing users to expand or add to images seamlessly.

Text rendering support in Imagen 2 is highly accurate, with the ability to add text to images with various styles and fonts.

Intuitive editing with image effects allows users to modify different sections of an image to suit their preferences.

Google's Image Effects, part of Google's Test Kitchen, provides an easy-to-use interface for generating and editing images.

Logo generation is another feature of Imagen 2, offering clean and minimal emblem styles for brands.

Imagen 2 includes built-in safety precautions and watermarking with Google Synth ID to ensure responsible AI usage.

The watermarking technology is robust, remaining intact even after image modifications like filters or color changes.

Imagen 2's user interface is highly intuitive, allowing for easy brainstorming and creative freedom for users.

The technology allows for diverse styles and creative outputs, from realistic to abstract and impressionist.

Google's Image Effects offers a variety of styles and settings, making it accessible for users of all skill levels.

The system allows for quick generation of multiple images based on user prompts, with the ability to generate more as needed.

Imagen 2's performance is comparable to other state-of-the-art models like DALL-E 3, showcasing Google's progress in AI image generation.