Day 8 - Model View Template + Machine Learning Framework for Face Recognition

#djangoframework #facerecognition #datascienceanywhere Welcome to Day 8 of our Face Recognition & Computer Vision Bootcamp! In this session, we bring together web development architecture and machine learning pipelines by integrating the Model View Template (MVT) pattern with a practical Face Recognition ML Framework. This video is perfect for beginners and intermediate learners who want to understand how to combine backend logic, frontend rendering, and machine learning models into a deployable system. 🔥 What You Will Learn Today ✔️ What is Model View Template (MVT) in Django ✔️ How MVT helps build scalable web apps ✔️ Designing the data flow: Model → View → Template ✔️ Building a machine learning pipeline for face recognition ✔️ Folder structure & modular design ✔️ Connecting ML inference with Django views ✔️ Rendering results (detected faces, embeddings, classifications) in templates ✔️ Best practices for integrating ML in production-level applications 🧠 Concepts Covered Django MVT Architecture Face Recognition Workflow Loading & running ML models Creating API-like views Serving predictions to UI Handling user uploads for face detection 💻 Project Progress – By the end of Day 8: You will have a fully structured web + ML integrated framework that can: 🔹 Accept image input 🔹 Run face recognition pipeline 🔹 Display results on clean HTML templates 🔹 Maintain proper separation of concerns using MVT