diff --git a/大神经验分享文件夹/YOLOv5可视化训练-a775929656a.md b/大神经验分享文件夹/YOLOv5可视化训练-a775929656a.md new file mode 100644 index 0000000..a33b322 --- /dev/null +++ b/大神经验分享文件夹/YOLOv5可视化训练-a775929656a.md @@ -0,0 +1,91 @@ +## YOLOv5可视化训练 + +### 分享者:[a775929656a](https://openi.pcl.ac.cn/a775929656a) + + +### 前言: +YOLOv5 调用wandb包,实现在启智社区设备上的的可视化模型训练。 + + +### 准备工作: +首先进行wandb 的账号注册,点击[wandb](https://wandb.ai/) 进入,进入到页面后点击右上角 SIGN UP 进入到注册页面。 + + + + +这里我们选择QQ邮箱的注册方式(因为国内QQ邮箱登录比较方便,GitHub以及谷歌邮箱什么的可能需要一些魔法),输入QQ邮箱账号以及密码后,回车。 + + + +然后进入邮箱认证环节,在QQ邮箱的收件箱中找到验证的电子邮件,进行验证。 + + + +验证完成后,进入创建账户页面,按要求填写即可(其实可以随便填写)。 + + + +账户创建完成后,进入到以下界面,复制可视化训练所需要的账户密钥。 + + + +至此,我们的前期准备工作算是完成。 + +### YOLOv5 代码可视化设置: +这里的代码,我选用我自己上传的[YOLOv5-6.1 官方版本](https://openi.pcl.ac.cn/a775929656a/2022-9-8) +[自动化脚本](https://openi.pcl.ac.cn/a775929656a/2022-9-8/src/branch/master/main.py) +早已配置明确,点击即用。 +在此[代码](https://openi.pcl.ac.cn/a775929656a/2022-9-8/src/branch/master/utils/loggers/__init__.py) +第28行加入wandb的账户密钥。 + + + +然后在训练任务中,运行自动化训练脚本即可实现训练任务的可视化,训练完成后,模型以及本地产生的一切数据文件都会被上传到wandb云端。 + +### YOLOv5 训练可视化都可以看到数据? +答:(1)在Media项目栏中,你可以看到本地训练中的一切数据文件,如下: + + + + (2)在Media项目栏中,你可以看到训练过程中的模型指标走势图。 + + + + (3)在train与val项目栏中,你可以看到训练过程中的模型损失指标走势图。 + + + (4)学习率走势图。 + + + + (5)在System 项目栏中,你可以看到训练过程中显卡的利用率,温度,显存存占用率,内存占用率等等。 + + + +### 训练完成后如何找到训练所产生的模型文件? +答: 点击右侧的项目名,进入到项目内部(项目名可以指定修改) + + + + + +点击下图的中的标记按钮,即可找到模型文件。 + + + +进入到下图后,然后点击画圈的部分,即可找到存放模型的文件夹 + + + +进入到下图后,点击画圈部分,即可找到模型。 + + + +点击下载(下载后需要修改文件扩展名为 .pt)。 + + + +### 致谢 +感谢平台给我提供的设备资源,祝愿社区平台越办越好😊。 + +`` \ No newline at end of file diff --git a/大神经验分享文件夹/img/z-0218-1.png b/大神经验分享文件夹/img/z-0218-1.png new file mode 100644 index 0000000000000000000000000000000000000000..28e5775837f90eaf049c7315f61da9ddec496f5d GIT binary patch literal 701698 zcmdqJcUV)|*C>qRC@Ly8L_t7BL~2AuL^V(nTI+1?6dY-d#}FMPLR5)!jVH9hnSd{ zjy!t!K!b_t;6o;+y%h)k07jNQ2dtQw{Foj+xckH%O27rhp6iRBrmvsuxcp&|s*_lM4 zNQKhgs!^S<7Y~stJPFh%wGv~kH7+YM@87?-?p>xQV_GBGJb15FDY8*Vr|7KPFOJ=7 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