Tag:

ai art

nova-verzia-stable-diffusion-XL-1.0-new-version-out

Stable diffusion XL 1.0: A Revolution in AI-Driven Digital Art

by miroslavar July 27, 2023

written by miroslavar

The release of SDXL 1.0 by Stability AI. The release was unexpected and was first noticed on a Hacker News aggregator. Stability AI then announced they would discuss the release on their Discord live, highlighting the differences and modifications made from the previous version, SDXL 0.9. Shortly after, all the weights for SDXL 1.0 became available on HuggingFace. Stable diffusion XL 1.0 is comparable in quality to mid Journey 5 but stands out due to the array of tools available for it and its licensing terms. Users can now use it commercially without restrictions, fine-tune it on their own datasets, and use it for more than just text. It can be integrated with various models and algorithms to produce impressive outputs, especially beneficial for those in the CGI or 3D modeling fields. The performance of SDXL 1.0 is highlighted as being superior, and it’s less pre-censored than other models.

Ahmad, from Stability AI, had previously been cautious about discussing the plans for SDXL 1.0. A significant part of their decision-making was influenced by feedback from researchers. Interestingly, the leak of the weights might have expedited the release process. Stability AI claims that SDXL 1.0 is their best image model and has been tested against various other models. The results indicate that people prefer images generated by SDXL over other models.

Ahmad has emphasized that SDXL is not just about generating images. It’s about transferring styles, applying layers, and doing so in a way that appears cohesive and realistic to the human eye. Photorealism is becoming a competitive feature that’s continuously improving. SDXL can generate content that’s typically challenging for image models, such as hands, text, or spatially arranged compositions. These compositions are aware of depth of field, focal points, lighting perspectives, and atmospheric scattering. Technically, SDXL 1.0 is one of the largest open-access image models available. It consists of a 3.5 billion parameter base model and a 6.6 billion parameter refiner. The two-stage architecture ensures robust image generation without compromising speed or requiring excessive compute resources. This design allows it to run efficiently on consumer GPUs with limited VRAM.

Fine-tuning with stable diffusion XL 1.0 is easier than ever. Most of the process involves data wrangling rather than complex coding. Stability AI claims that fine-tuning SDXL, even with diverse input images, is straightforward.

Introduction The digital art landscape is undergoing a significant transformation, thanks to advancements in artificial intelligence. One of the most notable developments in this realm is the release of Stable Diffusion 1.0, a cutting-edge tool that promises to redefine the boundaries of AI art.

Harnessing the Power of Amazon Infrastructure

Stable Diffusion 1.0 has seamlessly integrated with Amazon’s infrastructure, specifically SageMaker and Bedrock. This strategic collaboration ensures that artists and developers can access and utilize the tool with ease, especially if they are already embedded within Amazon’s ecosystem.

Innovative Text Integration in Art One of the standout features of Stable Diffusion 1.0 is its ability to flawlessly integrate text into images. This capability opens up a plethora of opportunities for artists to create multi-dimensional pieces, where text and visuals coalesce to tell a compelling story. The tool’s adeptness at handling multiple focal points within a single frame is truly commendable, allowing for intricate compositions that captivate the viewer.

Visual capabilities of stable diffusion XL 1.0

Character Portraits Come to Life

Stable Diffusion 1.0 shines exceptionally well in the realm of character portraits. The tool can meticulously differentiate between skin tones, clothing textures, and even handle refractions. The result? Lifelike portraits that resonate with realism and depth, making it a valuable asset for digital artists aiming for photorealism in their work.

Abstract Artistry with Precision

For those who lean towards abstract and cyberpunk styles, stable diffusion XL 1.0 does not disappoint. The tool’s capability to generate intricate line art with minimalist color palettes ensures that artists can bring their most avant-garde visions to life. The clarity with which the tool delineates between different elements within a composition is a testament to its advanced AI capabilities.

Redefining Food Art

In the realm of food art, Stable Diffusion 1.0 sets a new benchmark. Whether it’s capturing the greasy texture of fries or the gooey consistency of cheese, the tool renders each element with unparalleled accuracy. This precision ensures that each dish is not just visually appetizing but also resonates with authenticity.

Stable diffusion XL 1.0 is undeniably a game-changer in the world of AI-driven digital art. Its advanced features, combined with its seamless integration with Amazon’s infrastructure, make it an indispensable tool for modern artists. As the boundaries between technology and art continue to blur, tools like Stable Diffusion 1.0 will undoubtedly lead the charge, shaping the future of digital artistry.

July 27, 2023 1 comment

Mind-Blowing Stable Diffusion XL 0.9 Trick Revealed

by miroslavar July 19, 2023

written by miroslavar

Stable Diffusion XL 0.9, an AI model used for generating high-quality images, has recently received an update that allows it to be used with version 1.5 models. Prior to this update, the base model of SDXL (version 0.9) had limitations in creating realistic and aesthetically pleasing faces. The faces generated using the base model appeared strange and the overall composition of the facial anatomy was off.

To overcome these limitations, a workflow was developed by taking a prompt and inputting it into the base model of SDXL along with a latent code. This generated an initial image, which was then refined by inputting it into the refiner model of SDXL. The refiner model made use of a different model than the base model, resulting in an improved image. The refinement process involved adding noise to the image to make it cleaner, followed by a face restoration step. The final result was a face that looked significantly better than the initial one.

What can version 1.5 do for your artwork

An example was provided to showcase the effectiveness of this workflow. The initial image generated by the base model of SDXL had a wonky face with strange anatomical features. However, after putting it through the version 1.5 model, the issues were resolved, and the face looked much better. This demonstrated the potential of this workflow in improving the quality of generated images.

The example workflow also mentioned an expanded workflow that used both SDXL and version 1.5 models. Although the workflow was not refined and appeared messy, it showed promise in enhancing the generated images. This expanded workflow involved taking an image from SDXL, adding noise to it, and then using a virtual version 1.5 model to further improve the image. The results were promising, with better facial and chest anatomy observed.

Comparisons between images generated using only SDXL and those generated using version 1.5 illustrated the improvements achieved. The facial anatomy, especially the eyes, looked strange in the SDXL-only images. However, once they were put through the version 1.5 model, the facial features became more defined and realistic. While there were still some issues with facial anatomy, the images generated using version 1.5 were significantly better than the base model.

In conclusion, the integration of Stable Diffusion XL 0.9 with version 1.5 models has shown great potential in improving the quality of generated images. The workflow involving the base and refiner models of SDXL, along with the addition of noise and face restoration, has led to noticeable improvements. The expanded workflow using both SDXL and version 1.5 models is still being refined but has shown promise. With further adjustments and experimentation, this integration could result in even better and more realistic generated images.

stable diffusion xl 0.9 ako zlepsit svoje umelecke diela how to make better outputs

Notably, the age of the characters created with SDXL 1.0 did not correspond with the artist’s original intentions. For instance, when aiming to create a young woman in her 20s, the resulting image seemed to depict a woman in her 30s or 40s. The artist found that by using the SDXL 1.5 model, the facial quality and overall image improved significantly, rendering a more accurate representation of a youthful character.

Despite this progress, further enhancements are still required. The video example pointed out several areas where the SDXL software could be improved. One example is the representation of the iris in the eyes, which appeared distorted and unrealistic when using the SDXL 1.0 model. However, when the image was processed with the SDXL 1.5 model, the overall quality of the facial features improved, suggesting that the technology is evolving.

Another challenge the example encountered was the need to upscale the images to 4K resolution. To achieve this, they relied on a multi-diffusion upscaling technique from 1080p to 4K. While this step proved to be effective, it added an extra layer of complexity to the overall workflow.

Moreover, the example mentioned that the base model of SDXL was not usable for their purposes, as it resulted in strange-looking faces with distorted anatomical features. This limitation indicates that further refinement is needed to ensure accurate and realistic representations. Using SDXL with custom models would be more suitable once fine-tuned versions become available. Customized models will be released soon, allowing for more precise and polished artwork.

Despite these challenges and limitations, we can be hopeful about the future of SDXL. Examples of improved facial compositions and the workflow using the SDXL 1.5 model, combined with upscaling, produced desirable results. Stable Diffusion XL 0.9 shows promise as an innovative tool for AI art. Although there are still areas requiring improvement, such as facial distortion and anatomical accuracy, the advancements made in the SDXL 1.5 model are encouraging. Artists anticipate the release of fine-tuned custom models and look forward to utilizing SDXL to create stunning and realistic artwork.

excerpt: The emerging field of AI art has witnessed another significant advancement with the introduction of Stable Diffusion XL 0.9. This cutting-edge technology utilizes deep learning algorithms to generate highly realistic images of human faces. However, while there are still some shortcomings to be addressed, the results obtained from SDXL 1.5 are encouraging.

Stable Diffusion XL 0.9 has received an update that enables it to be used with version 1.5 models, resulting in improved image quality. The initial results generated using the base model of SDXL showed strange facial anatomy, but refinement through the addition of noise and face restoration using the refiner model produced significantly better results. An expanded workflow combining SDXL and version 1.5 further enhanced image quality. Future adjustments and experimentation could lead to even more realistic generated images.

July 19, 2023 1 comment

Analysis

AI Art: Exploring the Potential and Pitfalls of AI-Generated Creativity

by miroslavar July 6, 2023

written by miroslavar

Artificial Intelligence (AI) has made significant strides in recent years, permeating various aspects of our lives. One intriguing area where AI has left its mark is in the realm of art. With AI algorithms becoming increasingly sophisticated, artists and creators have started experimenting with AI-generated art. In this article, we delve into the world of AI art, exploring its potential, the challenges it presents, and the importance of building a brand amidst this evolving landscape.

The Promise of AI Art

AI art offers a unique blend of creativity and technology, pushing the boundaries of what is possible in the realm of artistic expression. With AI algorithms trained on vast datasets and capable of generating original artwork, artists have a new tool at their disposal. From abstract compositions to realistic portraits, AI-generated art has the potential to inspire and challenge traditional notions of creativity.

The Accessibility Conundrum

One of the advantages of AI-generated art is its accessibility. With AI algorithms and tools readily available, almost anyone can try their hand at creating art. However, this accessibility also raises questions about the value and originality of AI art. As the market becomes flooded with AI-generated content, it becomes crucial for artists to differentiate themselves and build their brand.

Building a Brand in the Age of AI

In a world where AI can churn out art at an unprecedented pace, establishing a strong brand becomes paramount. A brand encompasses more than just a logo or a product—it is the culmination of a person’s experiences with an artist’s work. Artists must strive to create a unique identity and connect with their audience on a deeper level. By focusing on their story, their process, and the experiences they offer, artists can build a loyal following that goes beyond the novelty of AI-generated art.

The Pitfalls of AI Art

While AI art presents exciting opportunities, it also raises ethical and copyright concerns. The use of AI algorithms to create art blurs the line between originality and replication. Artists must navigate these challenges by ensuring they understand and respect copyright laws and intellectual property rights. Additionally, they should strive to add their unique touch and perspective to AI-generated creations, making them distinct and truly their own.

Looking Ahead

The world of AI art is still in its nascent stages, and its future remains uncertain. As AI continues to evolve and improve, we can expect to see a surge in AI-generated content. However, the true value and impact of AI art lie in the ability of artists to create meaningful experiences, foster emotional connections, and leave a lasting impression on their audience. By embracing AI as a tool rather than relying solely on its capabilities, artists can carve their own path and shape the future of AI-generated creativity.

Few suggestions on how artists can differentiate themselves from other AI artists

1. Develop a Unique Style: Instead of solely relying on AI algorithms to generate art, consider incorporating your own artistic touch and style into the process. Experiment with blending traditional artistic techniques with AI-generated elements to create a distinct aesthetic that sets you apart.

2. Embrace Collaboration: Collaborate with other artists or experts in fields like technology, science, or philosophy to bring a multidisciplinary approach to your AI art. By combining different perspectives and skills, you can create truly unique and thought-provoking artworks that stand out in the AI art landscape.

3. Explore Unconventional Applications: Think beyond traditional canvas-based art. Explore alternative mediums and platforms, such as virtual reality, interactive installations, or generative art, to showcase your AI-generated creations in innovative and engaging ways.

4. Tell Your Story: Share your journey and creative process with your audience. By providing insights into your inspiration, techniques, and the meaning behind your AI art, you can establish a personal connection and create a narrative that resonates with your viewers.

5. Engage with Your Audience: Interact with your audience through social media platforms, art exhibitions, or online communities. Actively seek feedback, participate in discussions, and listen to your audience’s preferences and interests. This engagement will help you better understand your audience and tailor your AI art to their expectations.

6. Emphasize Human Touch: Highlight the role of human creativity and intuition in your AI art. Showcasing the collaborative relationship between the artist and the AI algorithm can add depth and authenticity to your work, emphasizing that AI is a tool rather than a replacement for human artistry.

Remember, the goal is to create a unique brand and establish yourself as an artist with a distinct perspective, creating experiences and emotional connections that resonate with your audience. By exploring unconventional approaches, collaborating with others, and infusing your art with your personal touch, you can set yourself apart in the world of AI-generated art.

July 6, 2023 0 comments

AI News

AI Vlogs announces Stable Diffusion XL 0.9 Update

by miroslavar July 6, 2023

written by miroslavar

AI Vlogs has recently announced a new update to their stable diffusion XL model that they have called version 0.9. This update has several impressive features that are expected to generate the ability to generate hyper-realistic creations for films and advancements in design and industrial use. Its direct paid competition of MidJourney.

Announcement by Stability AI

Stability AI has become very product-focused, which has helped them to sharpen their approach to safety and generate new models. The new version of stable diffusion XL is available today in clip drop. They are pushing it very hard, and the API is coming soon.

Improvements included in the update

There are several significant improvements included in the Stable Diffusion XL 0.9 update that are worth noting:

Improvements in depth of field, color gamut, and how much color the model is comfortable expressing in any given generation
Context awareness of faces and organic shapes, such as hands
Vastly improved text rendering
Enhancements in the image-to-image prompting, in-painting, and out-painting functionalities
Additionally, Stable Diffusion XL 0.9 has one of the largest parameter counts of any open-source image model, with 3.5 billion parameters in the base model and 6.6 billion parameters in The Ensemble Pipeline. The final output is created by running on two models and aggregating the results.

One of the key features of SDXL 0.9 is its natural language processing capabilities, which allow users to input prompts using regular language. For instance, it can generate an image of “glowing jellyfish floating through a foggy Forest at Twilight” or a “Frozen castle made entirely of ice cream in a Land of cotton candy clouds and lollipop trees” just by using natural language prompts. This is a vast improvement over the older version (1.5), which requires single or two-word prompts separated by commas, and even model weights to generate AI art.

Stunning Composition Despite Base Model

Despite being just a base model, SDXL 0.9 can still produce stunning compositions. Even though image fidelity is not perfect yet, the quality of the images is impressive. For example, it generated an image of a yellow train with surreal elements, a Jedi female fighting Darth Vader, and a woman eating ice cream. While there are minor issues with extra limbs or imperfect hands, the resulting images are still impressive, especially considering that these were created using only natural language prompts.

Compatibility

Stable Diffusion XL 0.9 is compatible with Linux users with compatible AMD cards that have 16GB of VRAM. However, NVIDIA GPUs are still recommended, and the model will run on modern consumer GPUs. SDXL 0.9 is the most advanced development in the stable diffusion text-to-image suite of models, boasting the largest parameter count of any open-source image model to date. It uses a 3.5-billion-parameter base model and a 6.6-billion-parameter model ensemble pipeline that aggregates the results of two models running in parallel.

Availability

Clip drop has made this product available, and an open-source release is expected mid-July. The Stability AI interface has made it very easy for developers to provide low or no-cost updates to their user base. Stability AI is committed to researching how AI can benefit, rather than replace, human interactions. Concerns of censorship arise with this model, as previous models such as Stable Diffusion 2.0 were censored and were deemed of lower quality due to their anatomical distortions. It is hoped that SDXL 0.9 stays uncensored, as the community is ready to get working on it as soon as it hits public release.

Overall, the Stable Diffusion XL 0.9 update has several impressive features worth noting. Developers and users can expect to enjoy enhancements in depth of field, color gamut, and much more. Stable Diffusion XL 0.9 is set to be at the forefront of real-world applications for AI imagery, and we’re excited to see what the future holds for this powerful model. Although the image fidelity is not perfect yet, it is still an impressive achievement for a base model. As the open-source community is preparing to work on custom models, the future for SDXL art looks bright.

July 6, 2023 1 comment

AI News

Exploring the Creative Possibilities of MidJourney 5.2: Unleashing the Power of AI Art

by miroslavar June 27, 2023

written by miroslavar

MidJourney, an advanced AI art tool, recently released its highly anticipated version 5.2, bringing a wave of excitement to the artistic community. This update has unlocked new potentials within MidJourney, allowing artists to delve into uncharted territories of creativity. With features like the infinite Zoom effect, consistent character creation, and the ability to merge multiple characters into a single image, MidJourney 5.2 has revolutionized the AI art landscape. In this article, we will explore the remarkable capabilities of MidJourney 5.2 and showcase the stunning art that artists have created using this new version

Unveiling the Power of MidJourney 5.2

MidJourney 5.2 introduces an array of features that have taken the art world by storm. One of the standout capabilities is the infinite Zoom effect, which offers a mesmerizing visual experience. By starting with a base image and progressively zooming out while maintaining image quality, artists can create stunning videos with an infinite Zoom effect. This effect brings a sense of depth and intrigue to the artwork, as the viewer is taken on an immersive journey through different scenes and perspectives.

Another groundbreaking feature of MidJourney 5.2 is the ability to generate consistent characters. Previously, incorporating multiple characters into a single image was a challenging task. However, with the new update, artists can seamlessly merge different characters into a cohesive composition. This opens up a world of storytelling possibilities, allowing artists to create dynamic narratives and explore diverse scenarios with their characters.

Captivating Artwork Produced with MidJourney 5.2

Artists have quickly embraced the power of MidJourney 5.2, showcasing their incredible creations on various platforms, particularly Twitter. The quality and realism achieved through this AI tool are astonishing, blurring the line between AI-generated art and actual photographs. Let’s take a glimpse at some remarkable artworks that exemplify the potential of MID Journey 5.2.

Orkton, a talented artist, shared a captivating image that demonstrates the zooming capabilities of MidJourney 5.2. Starting with a close-up of an eye, the image gradually zooms out, revealing more details of the face. The intricate details, such as water droplets, showcase the level of realism achievable with this new version.

Astral Knot’s artwork further exemplifies the photorealistic nature of MidJourney 5.2. The images depict faces so lifelike that distinguishing between an AI-generated image and a photograph becomes a challenge. As the image zooms out, the sense of realism is maintained, leaving viewers in awe of the artistic potential of AI.

Mirror King Ai’s artwork exemplifies the quality of art produced with MidJourney 5.2, even without utilizing the zoom-out feature. The attention to detail and the overall aesthetic of the images are truly remarkable. The intricate designs and compositions demonstrate the boundless creativity that this AI tool offers.

Unlocking New Creative Frontiers

MidJourney 5.2 has unleashed a wave of creativity among artists, inspiring them to explore new horizons in AI art. The ability to merge multiple characters in a scene opens up storytelling possibilities, enabling artists to craft compelling narratives with their AI-generated characters. Additionally, the infinite Zoom effect adds a mesmerizing dimension to artwork, taking viewers on captivating visual journeys.

MidJourney 5.2 can play a significant role in helping young artists enhance their skills and become better artists. Here are a few ways in which MID Journey 5.2 can assist young artists on their artistic journey:

Exploration and Experimentation: MidJourney 5.2 provides a safe and accessible platform for young artists to explore and experiment with different artistic styles, techniques, and concepts. They can use the tool to generate a wide range of visual ideas, allowing them to expand their creative horizons and find their unique artistic voice.

Learning Tool: MidJourney 5.2 can serve as an invaluable learning tool for young artists. By observing and studying the AI-generated art created by others, they can gain insights into composition, color theory, lighting, and other artistic elements. This exposure to diverse styles and techniques can inspire and inform their own artistic practice.

Instant Feedback and Iteration: One of the advantages of using MidJourney 5.2 is the ability to quickly generate and iterate on artwork. Young artists can experiment with different variations, compositions, and effects, receiving instant feedback on their creations. This iterative process allows them to refine their skills, make adjustments, and learn from their mistakes, leading to continuous improvement.

Collaboration and Community Engagement: MidJourney 5.2 provides a platform for young artists to connect with a vibrant and supportive community of fellow artists. They can share their artwork, receive feedback, and engage in collaborative projects. This collaborative environment fosters learning, inspiration, and growth as they exchange ideas and perspectives with other artists.

Overcoming Limitations and Unlocking Creativity: For young artists who may face limitations in terms of resources, subjects, or technical skills, MidJourney 5.2 offers a powerful solution. The AI-generated art can help them overcome these limitations by providing access to a vast repertoire of imagery and creative possibilities. This opens up new avenues for artistic expression and enables them to push the boundaries of their creativity.

Skill Development: By using MidJourney 5.2, young artists can improve their technical skills, such as understanding lighting, shading, and perspective. They can also experiment with different styles and mediums without the fear of wasting physical materials. This process of exploration and practice allows them to develop their artistic abilities and build a strong foundation for their future artistic endeavors.

In conclusion, MidJourney 5.2 can be a valuable tool for young artists, offering them a platform for exploration, learning, experimentation, and collaboration. By leveraging the capabilities of this AI art tool, young artists can enhance their skills, expand their artistic vision, and accelerate their growth as they strive to become better artists.

June 27, 2023 1 comment