We Can Finally Do Text In Our AI Images!

Matt Wolfe
2 May 202313:12

TLDRThe video discusses advancements in AI art, highlighting the transition from AI-generated images to text. It reviews the Stable Diffusion XL model, which is now free to use, and compares it with the mid-journey model. The script also introduces Deep Floyd, a new diffusion model with improved photorealism and language understanding. The video demonstrates the models' capabilities through various prompts, showing the progress and potential of AI in generating text within images. It concludes by emphasizing the potential of combining high-quality image generation with text capabilities in future AI tools.

Takeaways

  • 🌟 AI art has evolved to now include text generation, moving beyond just images.
  • 🎨 Stable Diffusion XL, released in April, is a model that allows text generation in images for free, accessible at Dream Studio.
  • 📸 The quality of text in AI-generated images is improving, but still not on par with mid-journey's image quality.
  • 🔍 Users can experiment with Stable Diffusion XL on platforms like Clipdrop.co with examples like 'Paris Hilton and Albert Einstein wedding pictures'.
  • 🚀 Deep Floyd is a new diffusion model claiming high photorealism and language understanding, using 'skated pixel diffusion modules'.
  • 🖼️ Deep Floyd's text generation capabilities are demonstrated through examples like 'colorful balloons spelling out words' with more accurate results.
  • 💡 Tricks for better text generation in Deep Floyd include repeating the text multiple times in the prompt for added context.
  • 📈 Deep Floyd's photorealism is showcased through detailed examples like 'a face made completely out of foliage'.
  • 🔗 Future mid-journey versions are expected to incorporate text generation, enhancing their already impressive image quality.
  • 🌐 The AI art community is buzzing with excitement as the ability to generate text in images is becoming more accessible and accurate.
  • 📢 The video encourages viewers to explore AI art tools and stay updated with the latest developments in the AI world through newsletters and online resources.

Q & A

  • What is the main topic of the video transcript?

    -The main topic of the video transcript is the recent advancements in AI art, specifically focusing on AI-generated images and text, and the comparison of different AI models like Stable Diffusion XL and Deep Floyd.

  • When was the Stable Diffusion XL model released?

    -The Stable Diffusion XL model was released in early April.

  • How can users access the Stable Diffusion XL model?

    -Users can access the Stable Diffusion XL model for free at Dream Studio, where they can use it with a certain amount of credits provided on the platform.

  • What is the significance of the Deep Floyd AI model?

    -Deep Floyd is a diffusion model that claims to have a high degree of photorealism and language understanding, using what they call 'skated pixel diffusion modules' to generate images with improved text quality.

  • How does the video compare the performance of Stable Diffusion XL and Deep Floyd in generating text?

    -The video compares the performance by using both models to generate images with specific text, such as 'colorful balloons that spell out the word wolf'. Deep Floyd is shown to produce images with more coherent text compared to Stable Diffusion XL.

  • What is the advantage of using multiple instances of the desired text in the prompt with Deep Floyd?

    -Using multiple instances of the desired text in the prompt with Deep Floyd provides additional context, which seems to help the model generate the text more accurately on the images.

  • What is the future outlook mentioned in the video regarding AI-generated images and text?

    -The future outlook mentioned in the video is that we are close to having AI models that can combine high-quality image generation with accurate text generation, potentially allowing for the creation of YouTube thumbnails, blog post featured images, and more, all within a single AI program.

  • What additional feature is expected to be added to future versions of Mid-Journey?

    -Future versions of Mid-Journey, either V6 or V7, are expected to add the ability to incorporate text into the generated images.

  • How can viewers stay updated with the latest AI tools and news?

    -Viewers can stay updated with the latest AI tools and news by visiting futuretools.io, where new tools are added daily, and by subscribing to the free Future Tools Weekly Newsletter for a weekly summary of AI news and tools.

  • What is the main difference between the images generated by Mid-Journey and Deep Floyd?

    -The main difference is that while Mid-Journey generates images with higher quality and more detailed realism, Deep Floyd excels in its ability to generate coherent text within the images, which was a challenge for previous AI models.

  • What is the narrator's final verdict on the Deep Floyd model?

    -The narrator concludes that Deep Floyd is currently the best option for generating text within images, as it is the closest to producing the desired text accurately and coherently.

Outlines

00:00

🖼️ Advancements in AI Art and Text Generation

This paragraph discusses the recent developments in AI art, particularly the shift from generating images to producing text. It highlights the release of Stable Diffusion XL, a model that allows users to generate text within AI images. The speaker shares their experience using this tool, noting its limitations but also its potential, as it comes closer to producing coherent text rather than the previously garbled outputs. The paragraph also compares Stable Diffusion XL with another platform, Mid-Journey, and discusses the improvements in text generation and photorealism in AI art.

05:01

🎨 Exploring Deep Floyd for Enhanced Text and Photorealism

The speaker delves into the capabilities of Deep Floyd, a diffusion model that claims to excel in photorealism and language understanding. They demonstrate the model's effectiveness in generating images with text, such as creating humorous and bizarre scenarios like Kim Kardashian and Abraham Lincoln's wedding photos. The paragraph also compares Deep Floyd's output with Mid-Journey's, noting that while Deep Floyd shows promise, Mid-Journey still surpasses it in terms of detail and realism. The speaker shares tips for using Deep Floyd, emphasizing the importance of repeating text in prompts to achieve better results.

10:01

🚀 Future of AI Art and Text Generation

In the final paragraph, the speaker reflects on the rapid progress in AI art and text generation, anticipating future improvements that will allow for seamless integration of high-quality text and images. They express excitement about upcoming versions of Mid-Journey and other AI tools that are expected to enhance text generation capabilities. The speaker also promotes their website, Future Tools, as a resource for staying updated on the latest AI tools and news. They conclude the video by encouraging viewers to engage with the content and subscribe to their channel for more insights into AI and future technology.

Mindmap

Keywords

💡AI art

AI art refers to the creation of artistic works through the use of artificial intelligence. In the context of the video, AI art is primarily discussed in relation to text and image generation, where AI models like Stable Diffusion and Deep Floyd are used to create visual content based on textual prompts. The video highlights the advancements in AI art, particularly in the area of text generation within images.

💡Stable Diffusion XL

Stable Diffusion XL is an AI model released by the company Stable, Diffusion. It is designed to improve upon the text-to-image generation capabilities of its predecessors, offering a higher degree of photorealism and language understanding. The model is available for free use, as discussed in the video, and is compared to other models like Deep Floyd in terms of its ability to generate text within images.

💡Deep Floyd

Deep Floyd is an AI model that claims to have a high degree of photorealism and language understanding. It uses what is referred to as 'skated pixel diffusion modules' to create images. The video highlights Deep Floyd's ability to generate text within images more accurately than previous models, showcasing its potential in creating detailed and contextually relevant AI art.

💡Photorealism

Photorealism refers to the creation of images that are extremely realistic and resemble photographs. In the context of AI art, photorealism is a measure of how closely the generated images mimic real-world visuals. The video discusses the advancements in AI models in achieving photorealism, particularly with Deep Floyd, which claims to have a high degree of this quality.

💡Text generation

Text generation in AI refers to the process by which artificial intelligence systems create textual content based on given inputs or prompts. In the context of the video, text generation is a key focus, as it discusses the improvements in AI models' abilities to generate coherent and contextually relevant text within images.

💡Mid-journey

Mid-journey is an AI model mentioned in the video that is known for its high-quality image generation capabilities. While the video notes that it does not currently excel at text generation, it is recognized for its ability to create detailed and realistic images. The video suggests that future versions of Mid-journey may incorporate improved text generation features.

💡Hugging Face

Hugging Face is a platform mentioned in the video where users can access and experiment with AI models like Deep Floyd. It provides a user-friendly interface for generating images based on text prompts, allowing users to test and explore the capabilities of different AI models without incurring additional costs.

💡Upscaling

Upscaling in the context of AI-generated images refers to the process of increasing the resolution or detail of an image. This is often done to enhance the quality and clarity of the generated content. The video discusses the upscaling of images produced by AI models, noting that higher resolution images often reveal more detail and realism.

💡AI models

AI models in this context refer to the specific algorithms or systems designed to generate images or text based on user inputs. The video compares different AI models, such as Stable Diffusion XL and Deep Floyd, discussing their strengths and weaknesses in terms of image quality, text generation, and photorealism.

💡Future Tools

Future Tools, as mentioned in the video, is a platform that curates and shares the latest AI tools and news. It serves as a resource for individuals interested in exploring and staying updated with the developments in the AI field, including AI art, AI chatbots, and other AI-driven projects.

💡AI advancements

AI advancements refer to the ongoing progress and improvements in the field of artificial intelligence, particularly in areas such as image and text generation. The video highlights the rapid developments in AI, emphasizing the increasing ability of AI models to generate text within images and the potential for future integration of these features across various AI platforms.

Highlights

Stable Diffusion XL, a new AI model, has been released and is available for free use.

The platform Dream Studio now offers the use of Stable Diffusion XL, with a credit system for its users.

Stable Diffusion XL is an improvement over previous models in terms of text generation within AI images.

CLIPdrop.co is another platform where users can utilize Stable Diffusion XL for free.

Deep Floyd is a new diffusion model that claims to have a high degree of photorealism and language understanding.

Deep Floyd uses 'skated pixel diffusion modules' for improved image quality and text generation.

Hugging Face and Google Colab offer demonstrations of Deep Floyd's capabilities.

Deep Floyd's ability to generate text is significantly better than previous AI models.

The AI model Deep Floyd can upscale images for higher resolution and better detail.

Deep Floyd's photorealism is demonstrated through detailed examples like a Nordic Mountain landscape.

Comparing Deep Floyd and Mid-Journey, the latter still provides more detailed and realistic images.

Deep Floyd's text generation capabilities are far superior to other AI models, showing potential for future advancements.

The process of generating images with Deep Floyd may require multiple attempts to achieve desired results.

The use of text repetition in prompts can improve the accuracy of text generation in AI models.

Mid-Journey is expected to incorporate text generation capabilities in its future versions.

The AI art and text generation space is rapidly evolving, with significant improvements in recent releases.