尝试用DBNet进行文本检测:
官方代码了: 添加链接描述
之后会上传代码所需所有数据集和模型文件!
首先,建立镜像:
docker build -t dbnet:v1 .
dockerfile文件:
FROM zergmk2/chineseocr:pytorch1.0-gpu-py3.6
USER root
run mkdir /DBNet
copy . /DBNet
#run apt update
#run pip install --upgrade -i https://pypi.douban.com/simple pip
RUN pip install -r /DBNet/requirement1.txt -i https://pypi.douban.com/simple
#run apt install cuda-drivers -y
workdir /DBNet/
requirement文件:
运行train.py文件:
docker run --gpus all -v /....../.... -w /... dbnet:v1 python train.py experiments/seg_detector/totaltext_resnet