构建YOLOv4容器应用在自定义数据集上
构建YOLOv4容器
- 编写Dockerfile
FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
LABEL maintainer="wang-junjian@qq.com"
#auto install tzdata(opencv depend)
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y \
git wget nano \
libopencv-dev python3-opencv \
&& rm -rf /var/lib/apt/lists/*
#set your localtime
RUN ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
WORKDIR /
// ...
- 构建容器
docker build -t darknet:latest-gpu-yolov4 .
创建工程 工程目录结构 ├── yolov4.conv.137 预训练模型 ├── darknet └── project 工程目录 ├── backup 存储模型训练时权重值 ├── cfg 配置目录 │ ├── train.