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animate-me's Introduction

ANIMATE ME!

ANIMATE ME! 可以将你的照片转成动画风格,再见,我去二次元了 🤣

运行截图

相关技术

小程序端使用 Taro 编写 React 风格的代码,Taro 本身我非常喜欢,虽然生态还不成熟,但很有潜力

图片风格转换算法为来自于 UGATIT,最近(2019.07)发表的论文,在多种图片风格转换场景表现出 state of the art 的性能,尤其是 selfie2anime

后端技术栈为 Flask + Tensorflow,开源地址:https://github.com/Aneureka/UGATIT-s2a

一些计划

🙅‍♀️ 分享生成图片

🙅‍♀️ 图片裁剪

目前存在的问题

图片风格转换使用的预训练模型来自于 UGATIT 作者开放的 selfie2anime checkpoint (100 epoch) ,由于训练集基本为西方女性和动漫女性角色,所以部分转换效果不是很好。考虑基于此加入更多样化的数据进行训练(但训练时间真的好长啊)。

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Contributors

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