HOW TO CREATE PHOTOREALISTIC AI IMAGES | Stable Diffusion

Binks
26 Jan 202306:01

TLDRIn this video, Binks explores a photorealistic workflow with stable diffusion, sharing his experiments and the results he's achieved. He transitions from a keyword-based approach to a more structured sentence format, inspired by language models like GPT-3. Binks discusses the settings he uses, such as the DPM plus plus SD Kara sampler, and the resolution. He also cautions about NSFW content on the Civet AI site, where he downloaded the realistic Vision version 1.2 model. Binks highlights the model's ability to generate stunning images but notes its tendency to produce similar faces and drift from the original subject. He encourages viewers to experiment with AI for world-building and promises more content to help them understand stable diffusion.

Takeaways

  • 🌟 The video discusses a photorealistic workflow using stable diffusion that the creator, Binks, has been experimenting with.
  • 🎨 Binks shares that the video will not be a traditional tutorial but will show settings and provide a copy-paste prompt for the audience.
  • 📝 The creator has been using a more structured English sentence approach with stable diffusion, inspired by his experience with GPT-3 and Chatbot from OpenAI.
  • 🖼️ The video demonstrates the use of DPM plus plus SD Kara sampler for image generation with a resolution of 768 by 768 and a convex scale of seven.
  • 🚫 Binks warns that the model used, Realistic Vision version 1.2 from civet AI, may generate NSFW content, but it can be disabled.
  • 📈 The Realistic Vision version 1.2 model is praised for its quality, especially considering its smaller size of 3.8 GB compared to larger models.
  • 🔍 Binks notes a tendency for the model to generate similar faces and drift away from the original subject with high denoising strength.
  • 🛠️ The creator suggests that future updates may address the issue of the model drifting from the original subject.
  • 🎮 Binks uses AI for world-building, specifically for a medieval fantasy world he is designing for a game.
  • 💡 The video encourages viewers to continue exploring AI and stable diffusion, and to check out other videos by the creator for more insights.

Q & A

  • What is the main topic of the video?

    -The main topic of the video is about experimenting with stable diffusion and a photorealistic workflow, showcasing the results and discussing the process.

  • What kind of tutorial is the speaker providing in the video?

    -The speaker is not providing a traditional tutorial but rather sharing their experimental process, settings, and results with stable diffusion and photorealistic image generation.

  • What are the speaker's thoughts on the results from the stable diffusion process?

    -The speaker is impressed with the results, describing them as stunning and great, and believes the audience will love them as well.

  • How has the speaker changed their approach to stable diffusion prompts recently?

    -The speaker has moved from a keyword-based approach to using more structured English sentences, similar to how large language models like GPT-3 operate.

  • What specific model is the speaker using for stable diffusion in the video?

    -The speaker is using the Realistic Vision version 1.2 model from civet AI for stable diffusion.

  • What warning does the speaker give about the website where the model is downloaded from?

    -The speaker warns that there is NSFW (Not Safe For Work) content on the website and advises users to be cautious and disable such content if not desired.

  • What is one disadvantage the speaker found with the Realistic Vision model?

    -The speaker found that the model tends to generate similar faces and can drift away from the original subject if given too much freedom or high denoising strength.

  • How does the speaker use AI in their personal projects?

    -The speaker uses AI for world-building, specifically for designing a medieval fantasy world for a game they are working on, and finds AI to be a great source of inspiration.

  • What advice does the speaker give to those who are new to stable diffusion?

    -The speaker advises not to get discouraged, as it takes time to understand and get used to stable diffusion, and encourages viewers to check out their other videos for more guidance.

  • How can viewers engage with the speaker and stay updated with their content?

    -Viewers can engage with the speaker by leaving comments, liking, and subscribing to their channel for more content and updates.

Outlines

00:00

🎥 Introduction to Stable Diffusion and Photorealistic Workflow

The video begins with Binks, the host, welcoming viewers to a new episode focused on exploring Stable Diffusion and a photorealistic workflow. Binks shares his recent experiments with this AI tool, hinting at impressive results. Instead of a traditional tutorial, Binks plans to showcase settings and provide a prompt and negative prompt in the comments section. He also references a playlist of Stable Diffusion videos for viewers interested in more content. Binks discusses his shift from keyword-based prompts to more structured English sentences, inspired by his experience with GPT-3 and Chatbot from OpenAI. He mentions using the DPM plus plus SD Kara sampler for image generation and shares his preferred settings, including a higher resolution of 768 by 768 and a convex scale of seven. Binks warns viewers about potentially NSFW content on the civet AI site, from where he downloaded the Realistic Vision version 1.2 model. He praises the model's performance and provides a download link, despite its tendency to generate similar faces. Binks concludes by noting that future updates may address this issue.

05:13

🌟 AI in Worldbuilding and Creative Inspiration

In the second paragraph, Binks transitions to discussing his personal use of AI in worldbuilding, specifically for a medieval fantasy game he's developing. He highlights AI's role in providing creative inspiration and encourages viewers to continue exploring Stable Diffusion, despite the learning curve. Binks promotes his previous videos for their educational value and invites viewers to ask questions and engage with the content. He wraps up by expressing gratitude for the viewers' support and promises more content in future videos.

Mindmap

Keywords

💡Stable Diffusion

Stable Diffusion is an AI model used for generating images from textual descriptions. It is a type of deep learning algorithm that has been trained on a large dataset of images and text. In the video, the creator discusses using Stable Diffusion to produce photorealistic images and shares their workflow with the audience.

💡Photorealistic Workflow

Photorealistic Workflow refers to the process of creating images that closely resemble real-life photographs in terms of detail and visual accuracy. In the context of the video, the creator is exploring methods to achieve this level of realism using AI models like Stable Diffusion.

💡Large Language Model

A Large Language Model (LLM) is an artificial intelligence model that processes and generates human-like text based on the input it receives. These models are trained on vast amounts of text data, enabling them to understand and produce complex language structures. In the video, the creator discusses transitioning from a keyword-based approach to a more LLM-like structured sentence input for Stable Diffusion.

💡Prompt

In the context of AI image generation, a prompt is a textual description or a set of keywords that guide the AI in creating an image. The prompt serves as the input for the AI model, which then generates an image based on the information provided. The video discusses the importance of crafting effective prompts for Stable Diffusion.

💡Negative Prompt

A negative prompt is a type of input in AI image generation that specifies what elements should be excluded from the generated image. It works in conjunction with the positive prompt to refine the output and ensure that certain undesired features are not present in the final image.

💡DPM Plus Plus SD Kara Sampler

DPM Plus Plus SD Kara Sampler refers to a specific configuration or tool used within the Stable Diffusion process to generate images. It is a method or setting that the creator prefers for its ability to produce high-quality results.

💡Realistic Vision Version 1.2

Realistic Vision Version 1.2 is a specific model or version of the Stable Diffusion AI that the creator is using to generate photorealistic images. This model is designed to produce more realistic and high-fidelity outputs compared to other versions.

💡NSFW Content

NSFW stands for 'Not Safe For Work,' which refers to content that is inappropriate or explicit, typically not suitable for viewing in a professional or public setting. The creator warns about the presence of NSFW content on the site where the Realistic Vision model can be downloaded.

💡Upscale

Upscaling is the process of increasing the resolution of an image, typically using AI or other digital processing techniques. In the context of the video, the creator suggests that the generated images could be sent to an upscaler to improve their resolution further.

💡World Building

World Building is the process of constructing an imaginary world, often used in the creation of video games, novels, or other fictional works. It involves developing the setting's history, geography, cultures, and other elements that give the world depth and believability. In the video, the creator mentions using AI for world building in their hobbyist project.

💡Medieval Fantasy World

A Medieval Fantasy World is a fictional setting that combines elements of the Middle Ages with fantastical creatures, magic, and other imaginative elements. It is a genre often used in literature, role-playing games, and other forms of media. In the video, the creator shares their personal project of creating such a world for a game they are developing.

Highlights

Binks introduces a new video discussing stable diffusion and a photorealistic workflow.

The video will showcase results from experiments conducted over the past couple of days.

Binks will share settings and a copy-paste for the prompt and negative prompt in the comments section.

A playlist of all stable diffusion videos is available for viewers to explore.

Binks has been experimenting with a more English structured sentence approach in stable diffusion.

GBT3 and Chat GPT from Open AI have been influential in this new approach.

The video demonstrates the use of DPM plus plus SD Kara sampler, a favorite tool of Binks.

The resolution for the images is set at 768 by 768, higher than normal.

Binks warns about NSFW content on the Civet AI site where the realistic Vision version 1.2 model is downloaded from.

The realistic Vision version 1.2 model is praised for its quality despite being a smaller download size compared to other models.

Binks notes a tendency for the model to generate similar faces, especially with high denoising strength.

The video showcases stunning results from the stable diffusion process.

Binks discusses the versatility of the model and its potential for world-building inspiration.

The video encourages viewers to keep exploring and having fun with AI, and not to get discouraged.

Binks invites viewers to check out other videos and leave comments for questions or feedback.

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