Plant Pal: Building a Smart MLOps-Powered Plant Health Classifier
Introduction Plant Pal is a machine learning project that helps gardeners and plant enthusiasts identify the health status of plants from images. The project is more than just training a model—it’s a complete MLOps workflow demonstrating: End-to-end pipeline orchestration Experiment tracking and model versioning Deployment of a web app for real-time predictions Technologies Used: Python, TensorFlow/Keras, ZenML, MLflow, Streamlit Motivation: Showcase a production-ready ML workflow and MLOps skills relevant to Cloud/MLOps roles. ...