FSDL Course Final Project

Summary (in construction)

Data: Google Speech Commands Model: Wav2Keyword (rewritten in pytorch-lightning) Data storage: DVC + GDrive Experiment Tracking: MLFlow Model Repo: MLFlow + DVC Hyperopt: Ray Tune

Serving: TorchServe Monitoring: Prometheus + Grafana

UI: Streamlit