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mask_detect's Introduction

mask_detect

1、模型训练

执行./mx_trainer.sh
训练数据图片大小64*64
训练数据所在路径:/home/wangyuanwen/data/mxnet_train_recdata_64/mx_train  验证数据所在路径:/home/wangyuanwen/data/mxnet_train_recdata_64/mx_val
模型保存位置 ./data/train_output/mxnet_ckpt/mn-v2_0.25

2、测试模型

单张图片检测执行./mx_predict.sh
批量检测执行./mx_predict_data.sh

3、口罩检测种类与颜色

医用外科：蓝色、白色、黑色、粉色、绿色
N95：白色、绿色、灰色

4、测试的mask、nomask各1w张，口罩检测0.1%误识率的准确率：99.65%（mask）、99.60（nomask）

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