face-recognition.js | Simple Node.js package | Computer Vision library

 by   justadudewhohacks JavaScript Version: Current License: MIT

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kandi X-RAY | face-recognition.js Summary

kandi X-RAY | face-recognition.js Summary

face-recognition.js is a JavaScript library typically used in Artificial Intelligence, Computer Vision, Tensorflow, Nodejs applications. face-recognition.js has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can install using 'npm i face-recognition-cuda' or download it from GitHub, npm.

Simple Node.js package for robust face detection and face recognition. JavaScript and TypeScript API.
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            kandi-support Support

              face-recognition.js has a medium active ecosystem.
              It has 1822 star(s) with 277 fork(s). There are 61 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 57 open issues and 80 have been closed. On average issues are closed in 115 days. There are 4 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of face-recognition.js is current.

            kandi-Quality Quality

              face-recognition.js has 0 bugs and 0 code smells.

            kandi-Security Security

              face-recognition.js has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              face-recognition.js code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              face-recognition.js is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              face-recognition.js releases are not available. You will need to build from source code and install.
              Deployable package is available in npm.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed face-recognition.js and discovered the below as its top functions. This is intended to give you an instant insight into face-recognition.js implemented functionality, and help decide if they suit your requirements.
            • Base face recognition context .
            • Run tests .
            • Draw a rectangle
            • Adds faces info to a mesh
            • add faces descriptors to face
            • Create a cv image from a given matrix
            • Convert a DOM rectangle to a CVD object .
            • Creates a rectangle from a given argument .
            • check the descriptors in descriptor
            • Computes the Levenshtein distance to the argument
            Get all kandi verified functions for this library.

            face-recognition.js Key Features

            No Key Features are available at this moment for face-recognition.js.

            face-recognition.js Examples and Code Snippets

            No Code Snippets are available at this moment for face-recognition.js.

            Community Discussions

            Trending Discussions on face-recognition.js

            Do we have a way to implement face detection and recognition offline on browser?

            QUESTION

            Do we have a way to implement face detection and recognition offline on browser?
            Asked 2018-Aug-30 at 14:08

            I need to find a way to implement face detection and recognition completely offline using a browser. Trained model specific to each user maybe loaded initially. We only need to recognize one face per device. What is the best way to implement this?

            I tried tracking.js to implement face detection. It works. But couldn't get a solution to implement recognition. I tried face-recognition.js. But it needs a node server.

            ...

            ANSWER

            Answered 2018-Aug-30 at 14:08

            Take a look at: face-api.js it can both detect and recognize faces in realtime completely in the browser! It's made by Vincent Mühler, the same creator of face-recognition.js.

            (Face-api.js Github)

            Thing to note:

            • It's realtime, my machine gets ~50ms (using MTCNN model)
            • It's JavaScript but uses WebGL GPU acceleration under the hood which is why it performs so well
            • It can also work on mobile! (tested on my S8+)
            • I recommend looking at the included examples as well, these helped me a lot

            I have used the package to create a working project, it was surprisingly easier than I thought and this is coming from a student that just started web development. (used it in a ReactJs App)

            Just like you I was searching and trying things such as tracking.js but to be honest they didn't work well.

            Source https://stackoverflow.com/questions/50502510

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install face-recognition.js

            Installing the package will build dlib for you and download the models. Note, this might take some time.
            If you want to use an own build of dlib:.
            set DLIB_INCLUDE_DIR to the source directory of dlib
            set DLIB_LIB_DIR to the file path to dlib.lib | dlib.so | dlib.dylib

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

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