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所在平台: Udemy |
课程主页: https://www.udemy.com/course/face-recognition-in-android-the-2023-practical-guide/
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课程名称：Android中的人脸识别 - 构建智能Android应用 课程概述：欢迎参加我们的新课程《Android中的人脸识别，2023实用指南》。在本课程中，您将学习如何在Android应用中集成人脸识别模型，包括使用图像和实时摄像头画面。人脸识别是通过面部特征识别个人的过程，现如今广泛应用于各种场合，如安全机构用于识别和追踪罪犯、企业用于监控员工、教育机构用于考勤等。因此，本课程将教您如何在Android应用开发中集成不同的人脸识别模型，以构建智能且强大的应用程序。 课程内容： 1. **人脸识别基础**：了解人脸识别模型的工作原理，主要包括人脸注册和识别两个部分。 2. **选择或捕捉图像**：学习如何在Android中从图库中选择图像和使用相机捕捉图像，这些图像将用来进行人脸注册和识别。 3. **图像人脸识别**：开始构建第一个人脸识别应用，用户可以通过图库或相机注册和识别面孔，使用FaceNet和Mobile FaceNet模型。 4. **实时人脸识别**：在理解人脸识别模型集成后，构建一个实时人脸识别应用，通过实时摄像头画面注册和识别面孔，处理每一帧图像。 5. **Android中的人脸检测**：在进行人脸识别之前，首先需要在图像和实时画面中检测人脸，课程将教您如何实现。 6. **TensorFlow Lite**：使用适用于移动应用程序的TensorFlow Lite格式的人脸识别模型，学习该库的应用。 课程结束后，您将能够在Android应用开发中集成人脸识别和人脸检测模型，包括图像和实时摄像头画面。您可以在现有的Android应用中集成人脸识别验证，构建完整的人脸识别安全和考勤系统。本课程是进行Android应用开发人脸识别的完整指南。快来加入我们，学习这一重要的技能吧！
Hello, and welcome to our new course "Face Recognition in Android, The 2023 Practical Guide".In this course, you will learn to integrate Face Recognition Models in Android apps with bothImagesLive Camera FootageFace recognition is the process of identifying people using their faces, and in today's world, it is being used for countless purposes. Like Security agencies use it to identify and track criminals. Companies use it to monitor their employeesEducational institutes use it for marking attendanceand so on.So in this course, you will learn to integrate different face recognition models in Android App Development to build smart and powerful applications. Course CurriculumWe will start by learning the basics that how a face recognition model works. So in a face recognition system, there are mainly two partsFace RegistrationFace RecognitionFace RegistrationSo in face registration, we register the faces so that we can recognize them later. Face RecognitionAnd in the face recognition part, we recognize those registered faces.Choosing or Capturing Images in AndroidAfter that, we will learn to Choose Images from Gallery in AndroidCapture Images using Camera in AndroidAnd we will learn that because later we need to pass these images to our face recognition models to register and recognize faces in android.Face Recognition With ImagesIn this section, we will start building our first face recognition application in Android. So we are going to build an application where users can Register facesRecognize facesby using images from a gallery or camera. In this application, we will use two different models for performing face recognition in Android App Development. And those models areFaceNet ModelMobile FaceNet ModelRealtime Face RecognitionAfter performing face recognition with images and understanding the integration of face recognition models in Android we will build a real-time face recognition application in Android. So we will register and recognize the faces using frames of live camera footage in Android. So we willDisplay the live camera footage in AndroidGet the frames of live camera footage one by one in AndroidPass those frames to our face recognition model in AndroidRecognize and register the faces in real-time in AndroidFace Detection in AndroidFor performing face recognition we first need to detect faces present in images and frames of live camera footage in Android. So apart from face recognition, the course will teach you to perform face detection in Android with both images and live camera footage.Tensorflow LiteTo perform face recognition in Android apps we will use the models which are in Tensorflow lite format. TensorFlow lite is the proper format for using Machine Learning models in mobile applications. So during this course, we will also learn about this library.So after completing this courseYou will be able to integrate Face Recognition & face detection models in Android app development with both Images & live camera footageYou can integrate Face Recognition based authentication in existing Android ApplicationsYou can build fully functional Face Recognition based security & attendance systems in Android.So in short this course is a complete cookbook for performing face recognition in Android app development. So what are you waiting for? Join the course now and learn the skill that matters the most.
