Health Care Monitoring

Advanced Computer Programming Final Project - Fall 2025

how to use

To install requirements:

pip install onnx skl2onnx onnxruntime scikit-learn pandas numpy matplotlib

To run hcm_server

python ./hcm_server/main.py

To run ml (train and export onnx)

python ./ml/main.py --dataset ./datasets/dataset.csv --onnx_export_path ./model_export/model.onnx --verbose True

To run ml (import onnx and predict test data)

python ./ml/main.py --dataset ./datasets/dataset.csv --onnx_path ./model_export/model.onnx --verbose True

To compile hcm_embedded

Make sure you have PlatformIO installed. It is also recommended to use PlatformIO extension inside visual studio code

cd ./hcm_embedded/ && pio run build

Development Environment

CPU: AMD Ryzen 5 2600 (12 threads) @ 3.40 GHz

RAM: 16GB DDR4 3200 MHz

GPU: NVIDIA GeForce RTX 3070

OS: Omarchy Linux (Arch based)