【簡単LoRA自作講座】AIに自分の絵柄学習させてみた結果www【hypernetwork】

永久恋愛ととと Eclair Tototo
11 Apr 202312:40

TLDRIn this engaging video, the creator explores the process of using AI technology to learn and replicate their unique art style. They embark on a journey to create a 'Roller' AI that can generate illustrations in the style of 'Laura,' a character they've designed. After overcoming initial challenges with a complex setup, they find a simpler method to create their custom Roller. The video details the steps involved in training the AI with their artwork, the settings used, and the results obtained. It also touches on the ethical considerations of using AI to mimic an artist's style, emphasizing the importance of not misusing this technology. The creator concludes by reflecting on the implications of AI in the creative process and the potential for future developments in this field.

Takeaways

  • 🎨 The video discusses the process of using AI technology to learn and replicate an artist's drawing style, specifically creating a character named 'Rola'.
  • 🤖 The AI technology allows for the creation of custom 'rollers' that can reproduce the unique brushwork and style of the user.
  • 📚 The artist initially struggled with the learning process due to the complexity of setting up the AI environment, but eventually found a simpler method online.
  • 🖌️ The artist used a website to easily create a 'Rola' by replacing the base material with their own illustrations.
  • 🌐 The video emphasizes the importance of not misusing this technology to infringe on others' artistic styles, as it is ethically and legally questionable.
  • 📈 The artist experimented with learning their own drawing style using the same method, aiming to create a personalized 'Rola'.
  • 🔍 The process involved uploading 118 images to Google Drive and using a specific AI platform to learn from these images.
  • 📝 The video provides a detailed walkthrough of the steps, including setting up the project, connecting to Google Drive, and executing the learning process.
  • ⏱️ The learning process took a significant amount of time, with the AI taking about an hour to complete the learning from 118 images.
  • 🔄 The artist tested the learned 'Rola' by generating images using different prompts and observed that the AI successfully captured the characteristics of the learned style.
  • 🌟 The video concludes with the artist contemplating the ethical implications of using AI to create art that mimics their own style and the potential impact on their creative identity.
  • 📢 The artist reminds viewers to be cautious with this powerful technology and to respect the originality and rights of other artists' works.

Q & A

  • What did ずんこちゃん suggest that could be done with one's own artwork?

    -ずんこちゃん suggested that one could use AI technology to learn from their own artwork and apply it in a daily continuous battle scenario.

  • What is the AI technology that やまとさん is working with in this context?

    -やまとさん is working with an AI technology that can learn the appearance and style of a character named ローラ (Rola).

  • How did やまとさん initially struggle with roller learning?

    -やまとさん initially struggled with roller learning because the setup was very difficult, and the learning process did not work as expected, leading to failure.

  • What did やまとさん find that made roller creation easier?

    -やまとさん found a website that allowed for easy roller creation without the need for complex setup, which helped overcome the previous difficulties.

  • What was the result of using the new website for roller creation?

    -Using the new website, やまとさん was able to successfully create a custom roller with their own artwork, making the process much easier.

  • What is the warning やまとさん gives about using this AI technology?

    -やまとさん warns against misusing the AI technology to imitate others' characters or styles without permission, as it is ethically and socially unacceptable.

  • How did やまとさん proceed with the project after the initial success with ローラ?

    -After the initial success with ローラ, やまとさん decided to use the same method to learn from their own drawing style instead of a character.

  • What was the outcome of やまとさん's experiment with their own drawing style?

    -やまとさん successfully created a roller that learned their drawing style, which could then be used in various applications, including different models and web UIs.

  • What is the Hyper Network that やまとさん mentions?

    -The Hyper Network is a more advanced AI model that やまとさん used to further refine their style learning, potentially offering stronger results than character learning.

  • How long did it take for noticeable results to appear in やまとさん's Hyper Network training?

    -Noticeable results appeared after about 2000 training steps, with the AI already capturing distinct features of the style being learned.

  • What is やまとさん's concern about using AI to create art that resembles their own style?

    -やまとさん is concerned about the ethical implications of using AI to create art that resembles their own style, questioning whether it's acceptable to present AI-generated art as their own.

Outlines

00:00

🎨 Creating a Custom Art Style with AI - Introduction

The speaker, inspired by a character named ずんこちゃん, decides to use AI technology to learn and replicate their own unique art style. They introduce a project named 'ローラ' (Laura), which involves training an AI with their artwork. The speaker shares their initial attempts at roller learning, which proved challenging, leading them to find an easier method online. They emphasize the importance of not misusing this technology to copy others' art styles without permission.

05:00

🤖 Training an AI with Hyper Network - Process and Challenges

The speaker delves into the process of training an AI with a hyper network, which they believe is more effective for learning art styles than character generation. They describe creating a new hyper network from scratch, setting up the training environment, and the importance of changing default settings to avoid common issues. The speaker also discusses the time-consuming nature of the training process and their decision to stop at a certain point due to the strain on their computer.

10:00

🖌️ Evaluating the AI's Learning and Future Applications

After completing the AI training, the speaker evaluates the results and discusses the potential applications of the learned art style. They mention the possibility of using the AI's output in various projects and the ease of creating a custom art style. The speaker also reflects on the ethical considerations of using AI in art creation and the challenges of deciding which AI-generated art to share. They conclude the video by thanking the viewers and encouraging them to subscribe to their channel.

Mindmap

Keywords

💡AI技術

AI技術, or Artificial Intelligence technology, refers to the development and application of computer systems that can perform tasks that would typically require human intelligence. In the context of the video, AI is used to learn and replicate the user's drawing style, creating a unique 'roller' that can generate art in the user's style. This technology is showcased as a powerful tool for artists, allowing them to create content more efficiently and in a personalized manner.

💡ローラー学習

ローラー学習, or roller learning, is the process of training an AI model to recognize and replicate a specific drawing style or character design. This concept is central to the video, as the user attempts to create a roller that can generate art in their own unique style. The process involves feeding the AI a series of images that represent the desired style, allowing it to 'learn' and then apply this knowledge to generate new content.

💡Googleドライブ

Google Drive is a cloud storage service that allows users to store and share files online. In the video, Google Drive is used as a platform to save and access the AI-generated 'roller' data, as well as the images used for training the AI. It serves as a convenient and accessible storage solution that integrates with the AI tools being used.

💡見た目

見た目, or appearance, refers to the visual aspects or design of a character or object. In the context of the video, the user is interested in capturing not only the drawing style but also the specific visual characteristics of 'ローラ' to ensure that the AI can accurately recreate her in their art.

💡再現率

再現率, or reproduction rate, is a measure of how accurately an AI model can recreate or generate content based on the input data it has learned. A high reproduction rate indicates that the AI can closely mimic the original style or appearance. In the video, the user is satisfied with the AI's ability to reproduce their drawing style, as evidenced by the quality of the generated art.

💡WEBUI

WEBUI, or Web User Interface, refers to the visual and interactive components of a web application that users interact with. In the context of the video, WEBUI is likely a platform or tool used to interface with the AI models, allowing the user to input their images and control the AI's learning process.

💡画像サイズ

画像サイズ, or image size, refers to the dimensions of a digital image. In the video, the user specifies the size of the images they prepared for training the AI, which is important for ensuring that the AI can process and learn from the images effectively.

💡学習

学習, or learning, in the context of AI, refers to the process by which an AI model is trained on a dataset to recognize patterns, features, or styles. In the video, the user discusses the learning process of the AI in detail, including the steps and settings used to teach the AI their own drawing style.

💡ハイパーネットワーク

ハイパーネットワーク, or Hyper Network, is a term that likely refers to a type of AI model or architecture that is capable of learning and generating content at a higher level of abstraction. In the video, the user creates a 'ハイパーネットワーク' to further refine their AI-generated art, aiming to make it more closely resemble their own style.

💡アニメ系モデル

アニメ系モデル, or anime-style model, refers to an AI model that specializes in generating content in the style of anime, a style of animation originating from Japan. In the video, the user mentions using an anime-style model for their AI-generated art, suggesting a preference for this aesthetic in their content creation.

💡コラボノート

コラボノート, or Collaboration Notebook, is likely a platform or tool that allows users to collaborate on projects, possibly in the context of AI-generated content. In the video, the user mentions using a 'コラボノート' to facilitate the creation and use of their AI-generated 'roller'.

💡画像データ

画像データ, or image data, refers to the digital files that represent visual information. In the context of the video, the user prepares image data by selecting and preparing images that will be used to train the AI model. This data is crucial for the AI to learn and replicate the desired drawing style.

Highlights

東北ずんこちゃん提案のAI技術を用いて自らの絵風を学習し、連日運用することが可能となる。

AI技術を用いて、特定のキャラクターの見た目や絵柄を再現することができる。

初心者にも手軽くAI技術を活用できるようになる「 CoatInRoller」というサイトが存在する。

AI技術を用いて、自分の絵風を学習させた「ローラ」を作成することが成功した。

AI技術を用いて絵を学習させる方法は、WebUIからでも試みが可能であるが、導入が難しく、学習もうまくいかなかった。

Googleドライブを利用して、AI技術を用いた絵の学習・保存をスムーズに行うことができる。

AI技術を用いて学習させた「ローラ」は、キャラクターだけでなく、自分の絵柄でも応用が可能である。

AI技術を用いる際には、他人のキャラクターや絵風を勝手に模倣して学習させることは絶対に避けるべきである。

AI技術を用いて学習させた「ローラ」は、アニメ系のモデルと組み合わせることでより個性的なものを生み出すことができる。

AI技術を用いて学習させた「ハイパーネットワーク」は、絵柄の学習に特化し、より強力なAIモデルを構築することができる。

AI技術を用いて学習させた「ハイパーネットワーク」は、去年作ったものと比較して、より新しいデータで学習することが可能である。

AI技術を用いて学習させた「ハイパーネットワーク」は、学習に時間がかかるが、最終的にはより正確な絵の再現を可能にする。

AI技術を用いて学習させた「ハイパーネットワーク」は、学習の進捗を確認するためのPTファイルを作成することができる。

AI技術を用いて学習させた「ハイパーネットワーク」は、学習結果を確認するために、各ステップごとにサンプル画像を生成することができる。

AI技術を用いて学習させた「ハイパーネットワーク」は、学習結果を確認するためのセーブディレクトリを設定することができる。

AI技術を用いて学習させた「ハイパーネットワーク」は、学習を再開する方法が存在し、前回の学習結果を基に続けることができる。

AI技術を用いて学習させた「ハイパーネットワーク」は、最終的に自分の絵風を完全にAIに委ねることができるようになる。

AI技術を用いて学習させた「ハイパーネットワーク」は、他のモデルやデータにも応用が可能であり、創造性の広がりがある。

AI技術を用いて学習させた「ローラ」と「ハイパーネットワーク」を混ぜることで、より独自の絵風を生み出すことができ、原型を超える。

AI技術を用いて学習させた「ローラ」と「ハイパーネットワーク」は、実質AIに仕上げさせることができるが、それが自分の作品と公に主張することの適切性について悩む。