1. 获取IP地址

   1 2	sudo apt install net-tools ifconfig

2. 安装openssh，这样可以远程ssh连接服务器

   1	sudo apt install openssh-server

3. 安装gcc

   1	sudo apt install gcc g++ make

4. 安装NVIDIA驱动

   1. 在https://www.nvidia.com/Download/index.aspx?lang=cn下载对应型号驱动

   2. 1	wget https://cn.download.nvidia.com/XFree86/Linux-x86_64/535.104.05/NVIDIA-Linux-x86_64-535.104.05.run

   3. 禁用nouveau

      1 2 3 4 5

      sudo nano /etc/modprobe.d/blacklist.conf # 最后一行加入 blacklist nouveau sudo update-initramfs -u sudo reboot

   4. 检查nouveau是否不在运行

      1 2	lsmod | grep nouveau # 没输出代表禁用生效 sudo telinit 3

   5. 安装驱动

      1 2	sudo chmod a+x NVIDIA-Linux-x86_64-535.104.05.run sudo sh ./NVIDIA-Linux-x86_64-535.104.05.run --no-opengl-files

      –no-opengl-files 参数必须加否则会循环登录，也就是loop login

We are happy to announce the SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model

Skin and subcutaneous diseases rank high among the leading contributors to the global burden of nonfatal diseases, impacting a considerable portion of the population. Nonetheless, the field of dermatology diagnosis faces three significant hurdles. Firstly, there is a shortage of dermatologists accessible to diagnose patients, particularly in rural regions. Secondly, accurately interpreting skin disease images poses a considerable challenge. Lastly, generating patient-friendly diagnostic reports is usually a time-consuming and labor-intensive task for dermatologists. To tackle these challenges, we present SkinGPT-4, which is the world’s first interactive dermatology diagnostic system powered by an advanced visual large language model. SkinGPT-4 leverages a fine-tuned version of MiniGPT-4, trained on an extensive collection of skin disease images (comprising 52,929 publicly available and proprietary images) along with clinical concepts and doctors’ notes. We designed a two-step training process to allow SkinGPT-4 to express medical features in skin disease images with natural language and make accurate diagnoses of the types of skin diseases. With SkinGPT-4, users could upload their own skin photos for diagnosis, and the system could autonomously evaluate the images, identifies the characteristics and categories of the skin conditions, performs in-depth analysis, and provides interactive treatment recommendations. Meanwhile, SkinGPT-4’s local deployment capability and commitment to user privacy also render it an appealing choice for patients in search of a dependable and precise diagnosis of their skin ailments. To demonstrate the robustness of SkinGPT-4, we conducted quantitative evaluations on 150 real-life cases, which were independently reviewed by certified dermatologists, and showed that SkinGPT-4 could provide accurate diagnoses of skin diseases. Though SkinGPT-4 is not a substitute for doctors, it could enhance users’ comprehension of their medical conditions, facilitate improve communication between patients and doctors, expedite the diagnostic process for dermatologists, and potentially promote human-centred care and healthcare equity in underdeveloped areas.

**问题描述：**近期在Gradio开发的时候，发现自己服务器搭建的http无法在Chrome下开启麦克风和摄像头

解决方案：

在浏览器地址栏中输入“chrome://flags/#unsafely-treat-insecure-origin-as-secure”，回车

该选项置为Enabled

在输入框中输入需要访问的地址，多个地址使用“,”隔开

然后点击右下角弹出的Relaunch按钮

重启浏览器之后就可以在添加的http地址下调用摄像头和麦克风了

问题描述

Mac更新后无法使用任何Apple服务，比如无法退出Apple ID，无法进入Apple Store，但是其它网络连接均正常。

解决方案

• 打开/Library/Preferences/SystemConfiguration 这个文件夹
• 删除除了com.apple.Boot.plist 之外的其他文件，然后重新启动

参考 https://blog.csdn.net/weixin_51524504/article/details/119487457