# Core data + ML utilities numpy pandas scipy scikit-learn pyarrow joblib PyYAML matplotlib # Prediction pipeline paho-mqtt tensorflow # Camera / feature extraction stack # It is necessary to create an extra environment for the extraction pipeline, because of the different version needs Python==3.10 numpy==1.24.4 scipy==1.10.1 opencv-python==4.7.0.72 mediapipe==0.10.13 py-feat # Data ingestion (ownCloud + HDF) pyocclient h5py tables