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flower_world's Introduction

flower_world

GetBadges Game 这是一个图像识别项目,基于tensorflow,现有的CNN网络可以识别四种花的种类。适合新手对使用tensorflow进行一个完整的图像识别过程有一个大致轮廓。项目包括对数据集的处理,从硬盘读取数据,CNN网络的定义,训练过程,还实现了一个GUI界面用于使用训练好的网络。

Require

  1. Python3.5+
  2. tensorflow
  3. wxPython

Quick start

  • git clone这个项目
  • 导入你喜欢的IDE如pycharm,或者你喜欢的编辑器如Atom。
  • 解压input_data.rar到你喜欢的目录。
  • 修改train.py中
train_dir = 'D:/ML/flower/input_data'  # 训练样本的读入路径
logs_train_dir = 'D:/ML/flower/save'  # logs存储路径

为你本机的目录。

  • 运行train.py开始训练。
  • 训练完成后,修改test.py中的logs_train_dir = 'D:/ML/flower/save/'为你的目录。
  • 运行test.py或者gui.py查看结果。

flower_world's People

Contributors

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