OK, now it's time to explain how to develop this application. With face-api.js, 7 patterns of facial expressions can be obtained, and for each of these, the following emojis are set for each expression. The function is simple: when the app is launched, it recognizes the face and facial expression, and places an emoji on your face. The facial expression recognition is done using face-api.js, a module based on TensorFlow.js. I'm using Next.js + TypeScript to create the application. Now, just try how it works and tell me your thoughts :) You can't use this application as a real web conference, but if enough demand, I will make it a Chrome extension so that it can be used for actual web conferences.
Then, I was wondering if it would be great if I could show only my facial expressions! lol I personally don't want to show my face, but, of course I understand facial expressions tell many things. I've been having more and more online meetings lately, and there are times when I don't want to show my face, but I want to convey my expression. In this article, I will explain how to develop this application. I have developed an application with face-api.js, that recognize facial expressions and change the face to Emoji realtime! 15 Try AR: Using AR.js to Display a wolf 16 Developed the app which trains your facial expressions: face-api.js + Next.js + TypeScript 17 Released an app to train facial expressions: Multilingual in Next.js, dynamic OGP, facial expression recognition in face-api.js 3 I made 18 UI components for all developers 4 Image Transformation: Convert pictures to add styles from famous paintings 5 Developed an app to transcribe and translate from images 6 Generate Open Graph images with Next.js and TypeScript on Vercel 7 OpenCV in Lambda: Created an API to convert images to Pokémon ASCII art style using AWS and OpenCV 8 Developed a web app to convert images to Pokémon ASCII art style 9 Using OpenCV: Developed a web app to convert images to manga style 10 TensorFlow + Next.js + TypeScript: Remove background and add virtual background image with web camera 11 Use Pose detection of TensorFlow with Next.js and TypeScript: Let's become pictograms with Pose detection #Tokyo2020 12 Recognize facial expressions and change face to Emoji using face-api.js with Next.js+TypeScript 13 Look back on these three months: I release an app and write an article every week 14 Create a coloring book in canvas: Developed an app that you can create and enjoy your own original coloring from an image. 1 React + TypeScript: Face detection with Tensorflow 2 UI Components website Released!.
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