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Learn Facial Recognition Project Facial Recognition with TensorFlow & Teachable Machine Real Facial RecognitionCourse Description:Welcome to the Facial Recognition course using TensorFlow and Teachable Machine - your step-by-step guide to mastering Facial Recognition with modern tools. In this course, you will learn how to build a complete Facial Recognition system from scratch. Whether you are a beginner or someone with a bit of coding knowledge, this course will guide you through every step of the Facial Recognition process.
We will start by training a custom Facial Recognition model using Google's Teachable Machine. Then, we'll move into implementing that model in Python using TensorFlow. This hands-on project will give you practical exposure to how Facial Recognition works in real-time applications.
What You Will Learn:Introduction to Face Recognition:Explore the principles, applications, and significance of face recognition in various domains. Setting Up Your Development Environment:Configure and set up your development environment for TensorFlow and Keras, ensuring a smooth coding experience. Foundations of TensorFlow and Keras:Gain a solid understanding of the basics of TensorFlow and Keras, the essential tools for building neural networks in face recognition.
Data Collection and Preprocessing:Learn techniques for collecting and preprocessing face data to ensure high-quality input for training your face recognition models. Training and Fine-Tuning the Model:Understand the process of training your face recognition model, optimizing it for accuracy, and fine-tuning its parameters for optimal performance. Integration with OpenCV for Real-Time Applications:Integrate your trained face recognition model with OpenCV, a powerful computer vision library, for real-time applications.
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