ML_Blindness_Detection

ML project. Dataset - APTOS 2019 Blindness Detection

Model training code in code folder. Final model for TG bot in data/model folder.

For run training code in collab you have to add kaggle API (json file) to colaab folder.

TG bot in tg_bot_model model. TG bot contains:

config with bot token
file for model loading and prediction
TG bot (run this file to run bot)

Install and run with pip

Installation

git clone https://github.com/Freddsle/ML_Blindness_Detection
cd ./ML_Blindness_Detection/

# Create and activate your virtual environment

# create virtual environment
python3.9 -m venv ./venv

# activate virtual environment
source ./venv/bin/activate

# required by pip to build wheels
pip install wheel==0.37.0 

# Install requirements
pip install -r ./requirements.txt

Run TG bot

python3.9 tg_bot_model/TG_BOT_EYECARE.py

Install and run with poetry

# install poetry
# for details look for https://python-poetry.org/docs/
sudo apt-get install curl
curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python3.9 -

# poetry will be accessible in current session
source $HOME/.poetry/env

# prepare project
git clone https://github.com/Freddsle/ML_Blindness_Detection
cd ./ML_Blindness_Detection

poetry env use python3.9
poetry install

# Run
poetry run python tg_bot_model/TG_BOT_EYECARE.py