Course curriculum

    1. 1. Facial Emotion and Landmark Detection - Introduction

    2. 2. Business Context

    3. 3. How the Technology Works

    4. 4. Use Cases, Benefits & Challenges

    5. 5. Step-by-Step Implementation

    6. 6. Splitting Gen AI Images

    7. 7. Generate Emotion and Landmark by using Mediapipe, Fer, CV

    8. 8. Jupyter Notebook - Import Libraries, Facial Landmark - Emotion and Visualization

    9. 9. Jupyter Notebook - Image Augmentation

    10. 10. Jupyter Notebook - Normalization and Facial Emotion Classification Model (CNN)

    11. 11. Jupyter Notebook - Facial Landmark Detection Model (CNN)

    12. 12. Jupyter Notebook - ResNet Model

    13. Course Materials

    1. Bonus!

About this course

  • $9.90
  • 14 lessons
  • 1.5 hours of video content

Facial Emotion and Landmark Detection

Leveraging AI for sentiment analysis and precise facial feature tracking

🧠 What You'll Learn

  • 🎯 Emotion Detection: Use AI to classify emotions like 😊 happiness, 😡 anger, or 😐 neutrality.
  • 📍 Landmark Detection: Map key facial points like 👁️ eyes, 👃 nose, and 👄 mouth with precision.
  • 🛠️ Hands-on Skills: Build CNN and ResNet models for real-world applications.
  • 🔍 Image Processing: Apply advanced tools like MediaPipe, FER, and Dlib to analyze facial data.
  • 📊 Data Visualization: Visualize facial landmarks and emotional insights for powerful analysis.

🖥️ Requirements

  • 💻 A basic understanding of Python programming.
  • 🔢 Familiarity with libraries like NumPy and Pandas is helpful but not required.
  • 🧑‍🎓 No prior knowledge of AI or computer vision is needed — we’ll guide you from scratch!
  • 🔌 A computer with internet access to install and run Python-based tools.

📘 Description

Unlock the power of AI with this practical course on Facial Emotion and Landmark Detection. Whether you're a curious beginner or an aspiring AI specialist, this course equips you with the knowledge to:

  • Train models for detecting human emotions in real-time 💡.
  • Map facial features for applications like animation, security, and healthcare 🚀.
  • Understand industry use cases and deploy AI solutions effectively 🌍.

With hands-on exercises, code walkthroughs, and project-based learning, you’ll be ready to create AI systems that make an impact!

🎓 Who This Course Is For

  • 🧑‍💻 AI Enthusiasts: Looking to specialize in facial analysis or emotion AI.
  • 🔍 Data Scientists: Interested in combining computer vision with human behavior analysis.
  • 🏢 Business Professionals: Exploring AI for customer insights and decision-making.
  • 🎨 Creators & Developers: Building interactive media or applications powered by facial recognition.
  • 🌱 Beginners: Curious about starting their AI journey with practical applications.

🛠️ Get ready to turn your curiosity into actionable skills and build next-generation AI tools!

Discover your potential, starting today

Enroll today