|
--- |
|
license: cc-by-nc-4.0 |
|
task_categories: |
|
- text-to-image |
|
- image-to-text |
|
language: |
|
- en |
|
- ja |
|
pretty_name: VRM Color Concept 550K |
|
--- |
|
|
|
# VRM Color Concept 550K |
|
|
|
 |
|
|
|
# Summary |
|
This is a dataset to train anime-style text-to-image or any text and image multimodal models without copyright/licensing concerns. |
|
All assets/materials utilized in this dataset are CC0 or properly licensed, and no pretrained models or any AI models are used to build this dataset. |
|
|
|
## Image, Metadata and Dataset License |
|
All images, metadata in this dataset and the dataset itself are licensed under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) by [ELAN MITSUA Project](https://elanmitsua.com/en/) / Abstract Engine. |
|
This means you can use, adapt and redistribute them **for non-commercial purposes, as long as you give appropriate credit**. |
|
|
|
## Assets used in this dataset |
|
- VRM models |
|
- These models are made by VRoid Project and shared under CC0. |
|
- [HairSample_Male](https://vroid.pixiv.help/hc/en-us/articles/4402614652569-Do-VRoid-Studio-s-sample-models-come-with-conditions-of-use-) |
|
- [HairSample_Female](https://vroid.pixiv.help/hc/en-us/articles/4402614652569-Do-VRoid-Studio-s-sample-models-come-with-conditions-of-use-) |
|
- [AvatarSample-D](https://vroid.pixiv.help/hc/en-us/articles/360012381793-AvatarSample-D) |
|
- [AvatarSample-E](https://vroid.pixiv.help/hc/en-us/articles/360014900273-AvatarSample-E) |
|
- [AvatarSample-F](https://vroid.pixiv.help/hc/en-us/articles/360014900113-AvatarSample-F) |
|
- [AvatarSample-G](https://vroid.pixiv.help/hc/en-us/articles/360014900233-AvatarSample-G) |
|
- [Sakurada Fumiriya](https://vroid.pixiv.help/hc/en-us/articles/360014788554-Sakurada-Fumiriya) |
|
- [Sendagaya Shino](https://vroid.pixiv.help/hc/en-us/articles/360013482714-Sendagaya-Shino) |
|
- HDRI images |
|
- [Poly Haven](https://polyhaven.com/) (CC0) |
|
- Pose data |
|
- Our original poses + poses from [VRM Posing Desktop](https://hub.vroid.com/apps/C5RyO1UeTrOT_gL5l4gXTgA_Lh819zgLdZmxhC-4kmw) with explicit permission from its author ElvCatDev. |
|
- Please note: pose data from VRM Posing Desktop is not CC0. |
|
- Renderer |
|
- All rendering was made by a customized version of [Mitsua VRM Shoot!](https://vrmshoot.pages.dev/) which is our VRM rendering app. |
|
|
|
**In this dataset, any data including VRM, pose and captions from Mitsua Contributors (voluntary opt-in data providers) are not included.** |
|
|
|
## How we built this dataset |
|
This dataset was built to effectively train color concepts in anime-style images without copyright issue. |
|
Therefore, we first broke down the CC0 VRM texture into parts so that we were able to color each part separately. |
|
Next, we built a system that would automatically color the texture while changing the environment HDRI image, pose, expression, camera angle, and post-effects, all while automatically rendering. |
|
All captions were made with rule-based method based on manually predefined names. |
|
So there is no knowledge leakage of copyrighted works which is typical when you use pretrained captioner. |
|
As a result, all rendering for this dataset took less than one day with using single RTX 4090 desktop. |
|
|
|
# Reporting Issues |
|
We have taken great care to curate these datasets to ensure that no infringing content is included. |
|
However, if you review the contents of these datasets and identify any issues, please report them using [this form](https://forms.gle/2FL1cYU2hKSo6Ehw9). |
|
Upon receiving a report, our team will review the content, and if a violation is confirmed, we will remove the image from the dataset. |
|
Please note that we will not be able to reply to you regarding the status of the problem. |
|
|
|
## Developed by |
|
- [ELAN MITSUA Project](https://elanmitsua.com/en/) / Abstract Engine |
|
|
