xzzjoe / imagecaptioner Goto Github PK

deploying pytorch and all nesseary library to ml server machine for machine learning. ML server need to be run with root privilege run sh ML_envSetup.sh

sudo apt install libjpeg-dev zlib1g-dev
sudo pip3 install Pillow torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu --no-cache-dir

deploying flask to webserver machine for website. run sh Web_envSetup.sh

pip3 install flask

• First start server.py with the following command on the ml server machine, it will run in loop.

sudo su # get root privilege
python3 server.py

• Then, start file_upload.py using on the webserver machine

python3 file_upload.py

At this moment a website can be accessed via 143.215.216.196:80. Interact with the website and upload image, soon after you will get a result displayed on the website.