Streamlit_installtion_guide.txt

*Icevision support only Linux and MacOS

Streamlit deploy (used file):
1. AOC_Webapp.py (Python Scripts)
2. Stremlit_image [folder] (all img in folder)
3. Weight_model [folder] (AOC_weight_97.4.pth)

[Requirement Obj detection]
Python : 3.7.13 or 3.8.10
icevision[all]==0.12.0
torch==1.10.0+cu102
torchvision==0.11.1+cu102 
mmcv-full==1.3.17
mmdet==2.17.0
opencv-python==4.2.0.32
opencv-python-headless==4.5.4.60
setuptools==59.5.0
streamlit==1.10.0


[Requirement Img Classification]
easyocr==1.5.0
pythainlp==3.0.8
numpy
Pillow
editdistance

[Error Fix]
-ImportError: libSM.so.6: cannot open shared object file: No such file or directory (sudo apt-get install -y libsm6 libxext6 libxrender-dev)
-AttributeError: module 'distutils' has no attribute 'version' (pip3 install setuptools==59.5.0)

[AWS Installation]
sudo apt-get update && apt-get upgrade
sudo apt-get install ufw
sudo ufw default allow outgoing
sudo ufw default deny incoming
sudo ufw allow 22
sudo ufw allow 80
sudo ufw enable
sudo ufw status
sudo apt-get install python3-pip
sudo apt-get install python3-venv
sudo python3 -m venv venv
source ./venv/bin/activate
sudo chown -R 777 'venv'
sudo chmod -R 777 'venv'
pip3 install streamlit
pip3 install -r requirements.txt
sudo python3 -m streamlit run app.py --server.port 80

[Installation on EC2]

1. sudo python3 -m pip install [package]

[Streamlit run on EC2]
sudo python3 -m streamlit run full.py --server.port 80


[Screen mode รันค้าง]
screen -S runserver
Ctrl + A + D (ออกจาก terminal โดยรันค้างไว้)
screen -ls เช็คว่าอะไรรันอยู่บ้างตอนที่เป็น screen
screen -r [name] access screen name mode