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catface's Introduction

CatFace

说明

🐱 喵脸识别

🐾 你发现一只猫,扫一扫~

🍾 恭喜你集齐一个猫图鉴!

👑 第一个发现新猫的人拥有给它命名的权利。

CAT'S NEVER WRONG!

Cat's Never Wrong!

日志

  • 2018-05-04

    • 收集猫片。
  • 2018-05-05

    • 利用openCV识别出猫脸。
    • 裁剪猫脸图片,建立数据集。
  • 2018-05-10

    • 数据预处理
  • 2018-05-11

    • 使用Keras的CNN做猫脸图片分类,精度达到$83.3%$以上。

    这个不小心达到了100%欸嘿嘿。

待办

  • 收集更多数据集,并按照7:3分为训练数据和测试数据
  • 尝试用CNN进行不同猫之间的分类训练
  • UI设计,icon设计
  • 使用React-Native进行app开发
  • 提高模型精度
  • 设计API,写接口文档
  • 使用Python做后端开发

其他

用于训练的图片数据来源看这里喵🐾

catface's People

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