Computer Vision Bootcamp: Build Face Recognition with OpenCV

Partner: Udemy
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Description: Welcome to Computer Vision Bootcamp: Building Face Recognition with OpenCV course. This is a comprehensive projects based course where you will learn step by step on how to build a face recognition system, emotion detection system, age detection system, and eye tracking system using OpenCV. This course is a perfect combination between computer vision and image processing. This course will equip you with essential skills in feature extraction and pattern recognition, enabling you to develop complex facial recognition systems. In the introduction session, you will learn about the basic fundamentals of facial recognition, such as getting to know its use cases, technologies that will be used, and its limitations. Then, in the next session, you will learn how facial recognition technology works. This section will cover data collection, preprocessing, model training, feature extraction, and face matching. Afterward, we will start the project section, in the first section, we will build facial recognition for the identity verification system. Firstly, we are going to prepare the training data. It consists of several information like name, photo, age, and gender. Then, the data will be used to train the facial recognition model and it will enable the model to verify if you are the same person as the stored data based on the facial structure analysis. In addition, the model will also be able to make a decision, if the face matched then the model will print, access granted, however if the face did not match, then, the model will print, access denied. Meanwhile, in the second project section, we will build an emotion detection system using OpenCV. In this case, we will obtain a dataset from Kaggle and use that data to train the model to be able to detect emotion and facial expression. Then, in the third project section, we will build an age detection system using OpenCV. We will use a dataset containing photos of people from various ages and use it to train the model to predict someone’s age based on their facial structu
Category: Development > Data Science > Computer Vision
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Price: 29.99
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Source: Impact
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