23 Sept 202308:41

TLDRIn this video, the creator explores the use of an IP adapter to generate anime-style images. They experiment with various character designs, adjusting parameters such as denoising, resolution, and control weight to achieve the desired results. The creator uses the Any Roller model, specifically the anime mix, to generate fan art featuring characters like the priestess from Goblin Slayer and the original witch Kiki-chan. They discuss the challenges of replicating distinctive anime character designs and the impact of using reference images. The video also touches on the recent news of Nippon Television acquiring Studio Ghibli, speculating on the potential for Ghibli films to be available on streaming platforms like Hulu. The creator concludes by expressing satisfaction with the process and encouraging viewers to subscribe for more content.


  • 🎨 The speaker is experimenting with generating images using IP adapters and adjusting parameters to create anime-style fan art.
  • 🔍 A control weight of 1 is found to be suitable for the priestess character from Goblin Slayer when using the IP adapter.
  • 👀 The character design of the priestess is noted to be more childish with round eyes, which the speaker finds appealing.
  • 🖼️ The use of 'Reference Only' is suggested to improve the generation of characteristic eyes and faces in anime-style images.
  • 🚫 The upper units of the IP adapter are the only ones reflected when used in combination, which limits the composite effect.
  • 🌟 A close-up image of the priestess significantly improves the generated image, enhancing the overall atmosphere.
  • 🧙 The High Elf character from Goblin Slayer is attempted next, with a focus on finding the optimal control weight for the IP adapter.
  • 📈 The control weight is adjusted around 1 for the High Elf, and a close-up reference image is used to improve the generation.
  • 🌟 The original witch Kiki-chan from 'Kiki's Delivery Service' is used to test the model with a completely different drawing style.
  • 🎭 The challenge of replicating Ghibli's distinct drawing style is highlighted, particularly with the character's eyes and color balance.
  • 📰 Nippon Television's acquisition of Studio Ghibli is mentioned, with the intention to respect Ghibli's values and support its management.
  • 🌟 The speaker expresses satisfaction with the results of using the IP adapter and considers subscribing to the channel for more content.

Q & A

  • What is the process of generating images with IP adapters?

    -The process involves adding various characters and changing parameters to create fan art. It includes using denoising, high-resolution fixes, control weights, and storing elements extracted with a tagger in the prompt.

  • How does the control weight of the IP adapter affect the generated image?

    -The control weight determines how much influence the original character design has on the generated image. A higher weight retains more of the original character's features.

  • What is the role of the 'reference only' unit when generating images?

    -The 'reference only' unit is used to input a close-up image of the character to improve the accuracy of the generated image, particularly the facial features.

  • Why might using multiple IP adapters not work as expected?

    -When using multiple IP adapters, only the upper units are reflected in the generated image. The weight limit that will fail is lowered, and images of lower-ranking units are not composited.

  • What model does the speaker prefer for generating anime-style images?

    -The speaker prefers a model called 'anime mix' from Any Roller for generating anime-style images.

  • How does the speaker feel about the generated image of the High Elf from Goblin Slayer?

    -The speaker finds the generated hairstyle of the High Elf fun and interesting, although it was challenging to reproduce with only the prompts.

  • What challenges did the speaker face when trying to generate an image of the original witch Kiki-chan?

    -The speaker struggled with the drawing style, particularly the image of Kiki-chan properly straddling the broom, and the distinctive Ghibli character eyes.

  • What recent news did the speaker mention about Studio Ghibli?

    -The speaker mentioned that Nippon Television has acquired Studio Ghibli, which is seen as a solution to the business succession problem.

  • What are the implications of Nippon Television's acquisition of Studio Ghibli for fans?

    -Nippon Television has promised to respect Studio Ghibli's values and continue to support the production of anime. The new president assures that they won't disappoint Ghibli fans.

  • What is the speaker's speculation about the future distribution of Ghibli films?

    -The speaker wonders if the acquisition might lead to Ghibli films being distributed on Hulu in the future, but acknowledges that it depends on the terms of the sale and existing contracts.

  • How does the speaker evaluate the effectiveness of using an IP adapter for generating anime character images?

    -The speaker finds the process interesting for personal enjoyment and believes it can make the generated image quite similar to the original character, depending on the reference image and the model used.

  • What does the speaker like about autumn?

    -The speaker expresses a fondness for autumn, suggesting it brings a sense of comfort and coziness as the night progresses.



🎨 Experimenting with IP Adapters for Anime Fan Art

The speaker discusses their recent interest in using IP adapters to generate images and describes their process of experimentation. They detail the parameters they are using, such as denoising at 1.5, high-resolution fix, and control weight, and mention storing tagged elements in the prompt. The challenge lies in the distinctive design parts of anime characters. The verification process involves using Text 2 Image. The speaker chooses the priestess from 'Goblin Slayer' as the first character to test, noting the character's cute design and the need to find a suitable control weight. They express satisfaction with the results and discuss the dependency on the model when generating characteristic eyes and faces. The speaker also shares insights about using an IP adapter in combination with other elements and the impact on the weight limit. They conclude the paragraph by generating a close-up image of the priestess with improved results and discussing their preferred model, 'Any Roller,' and the challenges of using reference only.


📺 Reflections on Studio Ghibli's Acquisition and Anime Character Generation

The speaker begins by discussing the challenges of generating an image of a witch character from a different drawing style, noting the difficulty in replicating certain aspects like the eyes and the color balance. They mention a recent news update about Nippon Television acquiring Studio Ghibli and share a summary of the acquisition's details, including the sale's potential impact on the studio's management and future anime production. The speaker speculates on the possibility of Ghibli films being available on Hulu due to Nippon Television's association with the streaming service. They then return to the topic of using an IP adapter to generate anime character images, emphasizing the importance of the reference image and the model used. The speaker concludes by expressing their enjoyment of the process and their intention to rate and subscribe to the channel. Lastly, they share a personal note about the onset of autumn and their fondness for the season.



💡IP Adapter

An IP Adapter is a tool used in image generation software to incorporate specific character designs or styles into new images. In the context of the video, it is used to create fan art by adding various anime characters and adjusting parameters to generate images that resemble those characters. It's a creative process that involves finding the right balance of control weights and reference images to achieve the desired outcome.


Denoising is a process in image and audio processing that reduces or removes unwanted noise or graininess from a signal. In the video, a '1.5 denoising' level is mentioned, which likely refers to a setting that smooths out the generated image to reduce visual noise, resulting in a cleaner and more polished final product.

💡High-Resolution Fix

High-Resolution Fix refers to a setting or process that ensures the generated image maintains a high level of detail and clarity. In the script, it is set on a range of 640-720, which suggests a focus on creating images with a specific resolution that is considered high quality for the intended use.

💡Control Weight

Control Weight is a parameter in the image generation process that determines the influence of the IP Adapter on the final image. The video discusses finding a 'good place' for the control weight, which means adjusting it to achieve a balance between the original character design and the generated fan art.


A Tagger in the context of the video is likely a tool or feature within the image generation software that extracts elements from an image to be used in the creation of new images. It helps to identify and isolate specific design parts of anime characters for later use in the generation process.

💡Text 2 Image

Text 2 Image is a method of image generation where a description or prompt is used to create an image. The video mentions using this method for verification, suggesting that textual descriptions of characters are input into the system to generate corresponding images.

💡Goblin Slayer

Goblin Slayer is an anime series that is mentioned in the video as a source of characters for the image generation process. Characters from this series, such as the priestess and the high elf, are used as examples to demonstrate how the IP Adapter and other tools can be used to create fan art.

💡Reference Only

Reference Only is a setting in the image generation software that uses a provided image as a reference for the style or design but does not directly composite or merge it with the generated image. In the video, the creator discusses using this setting to achieve a more accurate representation of the character's eyes and face.

💡Anime Mix

Anime Mix refers to a specific model used in the image generation process that is designed to produce images in the style of anime. The video mentions using this model, called 'Any Roller,' to generate images that have the distinct look and feel of anime characters.

💡XYZ Plots

XYZ Plots are likely referring to a type of visual representation or graph used in the image generation process to analyze or predict the outcome of different parameter settings. The video discusses how successive plots with different parameters can lead to similar results, indicating a pattern in the image generation process.

💡Studio Ghibli

Studio Ghibli is a renowned Japanese animation film studio that has produced many acclaimed animated films. The video mentions a news update about Nippon Television acquiring Studio Ghibli, which is significant as it could potentially impact the future distribution and management of the studio's works.


Hulu is a streaming service platform mentioned in the context of potential future distribution of Studio Ghibli's films. The acquisition by Nippon Television, which has ties to Hulu, leads to speculation about the availability of Ghibli films on the platform in the future.


The user has been experimenting with generating images using IP adapters and adjusting parameters to create fan art.

A 1.5 denoising setting with a high-resolution fix on 640-720 and a strength of 0.45 was used for the IP adapter.

The control weight for the IP adapter was optimized to find a balance in the generated images.

Text 2 Image verification was employed to assess the generated images.

The priestess from 'Goblin Slayer' was the first character tested in the IP adapter, resulting in a cute and satisfactory outcome.

A control weight of 1 was determined to be effective for the priestess character.

The use of 'Reference Only' along with the IP adapter was explored for generating anime-style eyes and faces.

It was noted that only the upper units of the IP adapter are reflected when used in combination.

A close-up image of the priestess was inserted into the reference-only unit, significantly improving the result.

The model 'Any Roller', specifically the 'anime mix' model, was used for image generation.

The generation process was not always successful with 'reference only', indicating the complexity of anime character designs.

The High Elf from 'Goblin Slayer' was also tested, with a distinctive hairstyle proving challenging to reproduce.

The original witch Kiki-chan from 'Kiki's Delivery Service' was used in the generation process with a completely different drawing style.

The control weight was adjusted higher than 1 for the witch girl character to achieve a better result.

The difficulty in replicating the Ghibli studio's distinct drawing style was acknowledged.

Nippon Television's acquisition of Studio Ghibli was discussed, including its potential impact on the future distribution of Ghibli films.

The user expressed satisfaction with the image generation process and considered subscribing to the channel.

The user's preference for autumn and its atmosphere was shared, adding a personal touch to the discussion.