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Detect crack and holes in pavement images using DeepLearning(CNN).

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Introduction

road_crack_detect :利用深度学习技术,检测高速公路路面病害(裂缝、坑洞等)。

How to Run

环境准备

  • 需要安装python 3.5
  • 以下python包需要安装:
    • tensorflow
    • keras
    • numpy
    • opencv
    • heatmap

运行程序

  1. 运行predict_highway.py
python predict_highway.py

运行结束后,标注后的图片会保存在./images_dst目录。

其他说明

  1. 模型训练脚本未包含在仓库中。
  2. 数据集未包含在仓库中。

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Detect crack and holes in pavement images using DeepLearning(CNN).

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