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YOLO_tensorflow

Tensorflow implementation of YOLO, including training and test phase.

这个版本我加了注释,按照下面的方法安装后运行test.py即可实现实时目标检测

如果帮到了您,可以点击右上角给我一个star~

Installation

  1. Clone yolo_tensorflow repository

    $ git clone https://github.com/wtjiang98/my_yolo_tensorflow.git
    $ cd my_yolo_tensorflow
  2. Download Pascal VOC dataset, and create correct directories (下载Pascal VOC数据集,下面方法较慢的话,建议上网找

    $ ./download_data.sh
  3. Download YOLO_small weight file and put it in data/weight (这个YOLO small是训练好了的参数,谷歌无法访问可以在百度下载,或者找我要。

  4. Modify configuration in yolo/config.py (这个是参数列表,建议不要动

  5. Training (没有好卡建议不要train

    $ python train.py
  6. Test (test里面有两种test方法,一种是用电脑摄像头,一种是通过路径输入图片。代码中后一种被注释掉了。

    $ python test.py

Requirements

  1. Tensorflow

  2. OpenCV

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YOLO的tensorflow实现,带注释

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