dl-glass

通过卷积神经网络训练深度学习模型进行玻璃缺陷检测

Getting Started

解压数据集

cd GlassCoverDefectDataset
7z x GlassCover_datset.zip

修改路径

sed -i 's/D:\\SSD_datset\\JPEGImages\\/\/path\/to\/dl-glass\/GlassCoverDefectDataset\/GlassCover_datset\/JPEGImages\//' GlassCover_datset/Annotations/*.xml
sed -i 's/D:\\yolov3-tf2-master\\SSD_datset\\JPEGImages\\/\/path\/to\/dl-glass\/GlassCoverDefectDataset\/GlassCover_datset\/JPEGImages\//' GlassCover_datset/Annotations/*.xml

Build

cargo build --release

Start

./dl-glass