Facial Emotion and Landmark Detection

GIỚI THIỆU CHUNG

Nhận diện cảm xúc & điểm mốc khuôn mặt – “Giải mã” biểu cảm con người bằng AI
Bạn có bao giờ tự hỏi: Máy tính có thể đọc cảm xúc của con người giống như chúng ta cảm nhận không? Khóa học này sẽ giúp bạn:

  • Hiểu sâu cách AI phân tích biểu cảm khuôn mặt và nhận diện các cảm xúc như vui, buồn, ngạc nhiên, tức giận…

  • Xác định chính xác các điểm mốc quan trọng (landmarks) trên khuôn mặt như mắt, mũi, miệng.

  • Thực hành triển khai mô hình CNN và ResNet để áp dụng vào các lĩnh vực thực tế: từ an ninh giám sát, ứng dụng chăm sóc khách hàng, tới nghiên cứu hành vi người dùng.

TỔNG QUAN KHÓA HỌC

Hình thức học

Trực tuyến

Thời lượng

1,5 giờ học

Thời gian học

Linh hoạt theo từng cá nhân

Course curriculum

1. Facial Emotion and Landmark Detection – Introduction

2. Business Context

3. How the Technology Works

4. Use Cases, Benefits & Challenges

5. Step-by-Step Implementation

Course Materials

 

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 analy

Requirements

  • A basic understanding of Python programming.

  • A computer with internet access to install and run Python-based tools.sis.

  • No prior knowledge of AI or computer vision is needed — we’ll guide you from scratch!

  • Familiarity with libraries like NumPy and Pandas is helpful but not required.


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

  • Understand industry use cases and deploy AI solutions effectively

  • Map facial features for applications like animation, security, and healthcare

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.

  • Beginners: Curious about starting their AI journey with practical applications.

  • Creators & Developers: Building interactive media or applications powered by facial recognition.

  • Business Professionals: Exploring AI for customer insights and decision-making.

  • Data Scientists: Interested in combining computer vision with human behavior analysis.

TẠI SAO LỰA CHỌN KHÓA HỌC TẠI INDAACADEMY

Cam kết giới thiệu
việc làm

Hỗ trợ giới thiệu việc làm với gần 100% học viên tốt nghiệp đều tìm được việc full-time.

Đội ngũ giảng viên

Đội ngũ giảng viên chuyên gia có kinh nghiệm 5-10 năm trong lĩnh vực.

Giáo trình
chuyên nghiệp

Lộ trình bài bản, kiến thức cô đọng, trọng tâm trong thời gian ngắn.

Học thật làm thật

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