New top AI image generator?! Seedream 3.0

AI Search
18 Apr 202530:59

TLDRThis video reviews Seedream 3.0, ByteDance's latest AI image generator. The presenter tests it against GPT40 using various prompts, including school yearbook pages, isometric 3D scenes, and complex character combinations. Seedream excels in generating realistic, imperfect images and diverse art styles like anime and Pixar, while GPT40 is superior in text generation and accuracy for certain prompts. Seedream is also faster and less censored. The review concludes that Seedream is a strong contender, especially for realistic and stylistic image generation, though GPT40 remains unmatched in text-heavy tasks.

Takeaways

  • 🚀 Seedream 3.0, ByteDance's latest AI image generator, is showing strong performance, even tying with OpenAI's GPT-40 in some independent evaluations.
  • 🌐 Seedream 3.0 can be easily accessed and used via dreamina.capcut.com, offering options for different resolutions and aspect ratios.
  • 🖼️ In tests, Seedream 3.0 generated more realistic and imperfect images compared to GPT-40, which often produced overly polished results.
  • 🎨 Seedream 3.0 excels in generating images with specific art styles, such as anime and 3D Pixar animation, outperforming GPT-40 in some cases.
  • 📝 GPT-40 remains superior in text generation and infographics, handling complex text prompts more accurately than Seedream 3.0.
  • 🌟 Seedream 3.0 offers a unique feature to upload and reference existing images, allowing users to apply detected elements to new generations.
  • 🚗 In generating car models, Seedream 3.0 accurately produced logos for brands like Ferrari and Honda, outperforming GPT-40 in logo accuracy.
  • 🎨 Seedream 3.0 is less censored than GPT-40, allowing for more flexibility in generating images of existing people, characters, and celebrities.
  • ⏱️ Seedream 3.0 is significantly faster than GPT-40, generating four images in about 10 seconds compared to GPT-40's 3-5 minutes for two images.
  • 💰 Seedream 3.0 offers 150 free credits per day, allowing users to generate up to 50 images daily at a cost of three credits per image.
  • 📈 Overall, Seedream 3.0 is a strong contender in the AI image generation space, particularly for realistic and stylistic image creation, though GPT-40 still leads in text-heavy prompts.

Q & A

  • What is Seedream 3.0 and who developed it?

    -Seedream 3.0 is the latest image generation model developed by Byte Dance. It is designed to generate high-quality images based on user prompts.

  • How does Seedream 3.0 compare to OpenAI's GPT-40 in terms of image generation?

    -According to the independent evaluator Artificial Analysis, Seedream 3.0 is tied with GPT-40 in terms of ELO score, indicating similar performance. However, Seedream 3.0 tends to produce more realistic and less polished images compared to GPT-40, which generates sharper and more perfect images.

  • What are the key features of Seedream 3.0's interface?

    -Seedream 3.0 can be accessed via dreamina.capcut.com. Users can select different resolutions (such as 1K or 2K) and aspect ratios. The interface also allows users to choose the latest model, Image 3.0, which is powered by Seedream 3.0.

  • How does Seedream 3.0 handle complex prompts involving human anatomy?

    -Seedream 3.0 generally performs well with human anatomy. For example, it accurately generated a woman doing a handstand with one leg bent and the other extended. While GPT-40 also generated the pose correctly, Seedream's images often appear more realistic and less perfect.

  • What are the limitations of Seedream 3.0 in generating text within images?

    -Seedream 3.0 struggles with generating long snippets of text accurately. For example, it failed to generate complete handwritten text in a diary page prompt. In contrast, GPT-40 excels in text generation and can handle such prompts more effectively.

  • How does Seedream 3.0 perform in generating images of existing fictional characters?

    -Seedream 3.0 can generate images of existing fictional characters with varying degrees of accuracy. For example, it accurately depicted Naruto and Goku but struggled with Nezuko. GPT-40, however, was able to generate all characters accurately.

  • What is the pricing model for using Seedream 3.0?

    -Users receive 150 free credits per day. Generating an image using Seedream 3.0 costs three credits, allowing users to generate up to 50 images per day for free.

  • How does Seedream 3.0 compare to GPT-40 in terms of generating realistic photos?

    -Seedream 3.0 tends to produce more realistic and imperfect images, which can be preferable for certain use cases. GPT-40 generates sharper and more polished images, which may look less natural in some contexts.

  • What are some unique features of Seedream 3.0 compared to other image generators?

    -Seedream 3.0 offers features such as reference image editing, allowing users to apply elements of one image to a new generation. It also supports various art styles and is less censored, enabling the generation of more diverse content.

  • What are the strengths and weaknesses of Seedream 3.0?

    -Strengths include its ability to generate realistic photos, handle different art styles, and provide faster generation times compared to GPT-40. Weaknesses include limitations in text generation and occasional inaccuracies in complex prompts involving fictional characters or specific logos.

Outlines

00:00

🔍 Introduction and Comparison of Image Generators

The script introduces a new image generator, Seedream 3, released by Byte Dance. It highlights that Seedream 3 is tied with OpenAI's GBT40 in terms of performance, according to an independent evaluator. The author explains how to use Seedream 3 via the website dreamina.capcut.com and demonstrates its capabilities by generating images based on various prompts. The first prompt involves creating a school yearbook page with student photos. The results show that while Seedream 3 generates realistic yearbook images with imperfections, GPT40's output is more polished but less realistic. The author then tests Seedream 3 with an isometric 3D scene of a bedroom, which it generates accurately, while GPT40's output is less isometric and has color inconsistencies.

05:00

🔍 Recursive Prompts and Human Anatomy

The script continues with a recursive prompt involving a person holding a photo of herself holding a photo of herself. Seedream 3 fails to achieve the full depth of the prompt, while GPT40 goes too deep. Despite this, the author prefers Seedream 3's more realistic and imperfect aesthetic over GPT40's polished look. The author then tests Seedream 3's understanding of human anatomy by prompting it to generate a woman doing a handstand. Seedream 3 accurately generates the pose in one of its outputs, while GPT40's results are less consistent. Seedream 3's images are slightly blurry but more realistic, whereas GPT40's images are sharp but overly perfect.

10:01

🔍 Celebrity and Character Generation

The script explores Seedream 3's ability to generate images of existing characters and celebrities. The prompt involves Will Smith, Taylor Swift, Yao Ming, and Queen Elizabeth having dinner. Seedream 3 generates recognizable images of the celebrities, though with some inaccuracies, such as incorrect utensil usage. In contrast, GPT40 refuses to generate the image due to policy restrictions. Seedream 3 also demonstrates its ability to use reference images to apply elements like human faces and poses to new generations. However, when converting an image to a different style, Seedream 3's results are less successful compared to GPT40.

15:04

🔍 Realism and Text Generation

The script tests Seedream 3's ability to generate low-quality amateur photos, such as a teenage woman holding a handwritten note and a student night out in 1996. Seedream 3 excels in creating realistic and imperfect images, while GPT40's results are more polished but less authentic. The author then tests text generation capabilities by prompting the creation of a movie poster with 1960s Hong Kong scenes and Chinese calligraphy. Seedream 3 generates a more movie-poster-like image, while GPT40's text consistency is superior. Seedream 3 struggles with longer text snippets, whereas GPT40 excels in this area.

20:06

🔍 Art Styles and Scene Generation

The script evaluates Seedream 3's ability to generate various art styles, including anime, 3D Pixar animation, and Monet-style impressionist paintings. Seedream 3 performs well in anime and 3D Pixar styles, outperforming GPT40 in generating 3D scenes. Both generators handle Monet-style paintings similarly, with undefined elements characteristic of the style. Seedream 3 also demonstrates its ability to generate rough pencil sketches more accurately than GPT40. Additionally, it generates car models with accurate logos, outperforming GPT40 in this regard.

25:08

🔍 Uncommon Animals and Marketing Assets

The script tests Seedream 3's ability to generate uncommon animals, such as spectral tarsiers, where it falls short compared to GPT40. It also evaluates the generation of marketing assets like posters and receipts. Seedream 3 generates a flat vector art poster with accurate text but lacks the sophistication of GPT40's output, which includes transparent backgrounds and more detailed illustrations. Seedream 3 struggles with text-heavy prompts like restaurant receipts, while GPT40 excels in this area.

30:08

🔍 Conclusion and Final Thoughts

The script concludes with the author's final thoughts on Seedream 3. It highlights the model's strengths in generating realistic photos, different art styles, and its speed compared to GPT40. Seedream 3 is less censored, allowing for more diverse content generation. However, it lags behind GPT40 in text generation and infographics. The author encourages viewers to try Seedream 3 and share their experiences while promoting a newsletter for staying updated on AI news.

Mindmap

Keywords

💡Seedream 3.0

Seedream 3.0 is the latest image generation model developed by Byte Dance. It is a key focus of the video, as the host evaluates its capabilities and compares it to other models like GPT40. In the script, Seedream 3.0 is described as being able to generate high-quality images with realistic details, such as student yearbook photos and isometric 3D scenes. The host tests its ability to create images based on various prompts and assesses its performance in terms of realism, accuracy, and aesthetic appeal.

💡AI image generator

An AI image generator is a type of artificial intelligence software designed to create visual images based on textual prompts. In the context of this video, Seedream 3.0 and GPT40 are examples of AI image generators being compared. The host uses these tools to generate images of different scenes, characters, and objects to evaluate their strengths and weaknesses. For instance, the video tests how well these generators can produce images of school yearbook pages, 3D scenes, and specific characters like Naruto and Nezuko.

💡Realism

Realism refers to the quality of being lifelike or true to life. In the video, the host evaluates the realism of the images generated by Seedream 3.0 and GPT40. Seedream 3.0 is praised for generating images that look more imperfect and natural, such as student yearbook photos with varied poses and expressions. In contrast, GPT40's images are described as looking too polished and perfect. The host prefers Seedream's more realistic and less perfect aesthetic in several tests.

💡Art styles

Art styles refer to the visual characteristics and techniques used in creating images. The video tests Seedream 3.0's ability to generate images in different art styles, such as anime, 3D Pixar animation, and Monet-style impressionist painting. For example, Seedream 3.0 is shown to be effective at generating anime-style illustrations and 3D scenes, while GPT40 struggles with the 3D Pixar style. The host also compares how well each model can replicate specific art styles like Monet's impressionist technique.

💡Text generation

Text generation is the ability of an AI model to create written text. In the video, the host tests Seedream 3.0 and GPT40 on their text generation capabilities. GPT40 is shown to be superior in generating long snippets of text accurately, such as in a diary entry or a multi-panel comic. Seedream 3.0, however, struggles with generating long and coherent text, often failing to complete sentences or accurately represent written content.

💡Censorship

Censorship refers to the practice of restricting or controlling certain types of content. In the context of the video, Seedream 3.0 is noted for being less censored compared to GPT40. The host mentions that Seedream 3.0 can generate images of existing people, celebrities, or characters more freely, while GPT40 refuses to generate certain content due to policy restrictions. This difference in censorship is highlighted when testing prompts involving famous personalities having dinner together.

💡Human anatomy

Human anatomy refers to the structure and parts of the human body. The video tests Seedream 3.0's ability to accurately depict human anatomy in generated images. For example, the host prompts the model to generate images of a woman doing a handstand and evaluates whether the pose and body proportions are correct. Seedream 3.0 is shown to be capable of generating realistic human poses, although GPT40 is noted for its sharper and more detailed depictions.

💡Reference feature

The reference feature is a tool in Seedream 3.0 that allows users to upload an existing image and apply its elements to a new generation. In the video, the host demonstrates how this feature can detect objects, human faces, and characters in an uploaded image and use them as references for creating new images. This feature is highlighted as a unique capability of Seedream 3.0, although it currently uses the older Cream 2.0 model instead of the latest Cream 3.0.

💡Low-quality amateur photos

Low-quality amateur photos refer to images that have imperfections, poor lighting, or a casual, unpolished appearance. The video tests Seedream 3.0's ability to generate such photos, which are meant to look realistic and imperfect. For example, the host prompts the model to create a low-quality selfie of a teenage woman holding a handwritten note. Seedream 3.0 is shown to be effective at generating images that look like authentic low-quality amateur photos, capturing the imperfections and natural flaws.

💡Car models

Car models refer to specific types of automobiles, such as the Ferrari Portofino M, Audi R8, and Honda Civic. The video tests Seedream 3.0's ability to accurately generate images of these car models, including their logos. Seedream 3.0 is shown to be capable of correctly generating the logos of these car brands, which is an important aspect of accurately depicting the vehicles. In contrast, GPT40 struggles with generating the correct logos, highlighting Seedream 3.0's strength in this area.

Highlights

Byte Dance releases Seedream 3.0, a new AI image generator that competes with OpenAI's GPT-40.

Seedream 3.0 is tied with GPT-40 on the leaderboard by Artificial Analysis, indicating comparable performance.

Seedream 3.0 is available for free at dreamina.capcut.com and supports various resolutions and aspect ratios.

Seedream 3.0 generates more realistic yearbook photos compared to GPT-40, despite lower face quality.

Seedream 3.0 excels in generating isometric 3D scenes, outperforming GPT-40 in this regard.

Both Seedream 3.0 and GPT-40 struggle with recursive prompts, but Seedream's output appears more natural.

Seedream 3.0 demonstrates better understanding of human anatomy in certain poses compared to GPT-40.

Seedream 3.0 generates more realistic low-quality amateur photos than GPT-40.

Seedream 3.0 can generate existing fictional characters with some inaccuracies, while GPT-40 excels in this area.

Seedream 3.0 is less censored, allowing generation of more existing people or characters compared to GPT-40.

Seedream 3.0 offers reference features to apply elements of generated images to new generations.

Seedream 3.0 generates more realistic anime-style images compared to GPT-40.

Seedream 3.0 outperforms GPT-40 in generating 3D Pixar animation style scenes.

Seedream 3.0 generates more accurate car models and logos compared to GPT-40.

Seedream 3.0 generates more realistic pencil sketches compared to GPT-40.

Seedream 3.0 is faster and generates images in about 10 seconds, compared to GPT-40's 3-5 minute wait time.