I have a task to build the Tiktok Manga/Anime AI model or the Anime AI model like Snap Edit application.
I have researched and collected several models on Github, but they still are not good enough, like Tiktok or SnapEdit. These are some models on GitHub:
These models focus on only the face without a background which does not cartoonize the whole image like SnapEdit. This is an example:
So could you give me some direction to start with this task?
My idea: I have plan to do following steps, but I belive that it is so tough and take time.
- Detect each object on the images.
- Replace each object with a similar anime/manga style image -> Need to compare all images.
- Put anime objects back into the image and make them fit with the image.
- Find a similar anime background and replace it too.
It would lead to a problem about how to build the database with anime style? How to find a similar anime/cartoon image? How to get objects and replace them without blur or weird images?
Thank you for helping!