Our approach to face detection and recognition is based on FaceNet and InsightFace libraries that use deep neural networks. Face-x provides a convenient REST API for training algorithms to detect and recognize faces from your collection of images (aka Face Collection). The solution also features a role management system that allows you to easily control who has access to your Face Collection.here are several approaches for an algorithm to recognize a face. An algorithm can make use of statistics, try to find a pattern which represents a specific person or use a Convolutional Neural Network (CNN)
This project demonstrates all kinds of algorithms and various operations that can be implemented on a frontal face. The available algorithms process only high-resolution static shots and perform sufficiently well.
Recognition of faces by different algorithms and frameworks. Despite a variety of open-source face recognition frameworks available, there was no ready-made solution to implement. So In this project all kind of algorithms are implemented and even with various operations that can be implemented in a frontal face. The available algorithms processed only high-resolution static shots and performed insufficiently.
Internet of Things has opened up a new avenue of research in the field of human activity recognition using wearable sensors. It provides an individual's valuable information regarding functional ability and lifestyle. Human activities are monitored automatically to provide personalized support to different individuals.
Facial Biometric technology measures and matches the unique characteristics for the purposes of identification or authentication. Often leveraging a digital or connected camera, facial recognition software can detect faces in images, quantify their features, and then match them against stored templates in a database.
Snapchat filters are certainly an integral part of what makes the social media platform and messaging app Snapchat unique and globally popular. Filters, or added effects, can be applied over images in a variety of ways before being uploaded to one’s social network for others to see. Geofilters allow users to alter a picture of a landscape, such as adding color to sky or turning day to night
Face Mask Detection Platform uses Artificial Network to recognize if a user is not wearing a mask. The app can be connected to any existing or new IP mask detection cameras to detect people without a mask. App users can also add faces and phone numbers to send them an alert in case they are not wearing a mask. If the camera captures an unrecognized face, a notification can be sent out to the administrator.
Face Operation The process of partitioning a digital image into multiple segments is defined as image segmentation. Segmentation aims to divide an image into regions that can be more representative and easier to analyze.
You can refer to the following articles on the basics of Git and Github.
- Watch this video to get started, if you have no clue about open source
- Forking a Repo
- Cloning a Repo
- How to create a Pull Request
- Getting started with Git and GitHub
- Take a look at the Existing Issues or create your own Issues!
- Wait for the Issue to be assigned to you.
- Fork the repository
click on the uppermost button
- Clone the repository using-
git clone https://github.com/akshitagupta15june/Face-X.git
- Create virtual environment
python -m venv env- Linux
source env/bin/activate
- Windows
env\Scripts\activate- Install
pip install -r requirements.txt- Have a look at Contibuting Guidelines
- Read the Code of Conduct
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Start Open Source an article by Anush Krishna
akshitagupta15june 👑 Admin |
Thanks goes to these wonderful people ✨✨:
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Please do! Contributions, updates, and pull requests are welcome. This project is community-built and welcomes collaboration. Contributors are expected to adhere to the GOSSC Code of Conduct.
Jump into our Discord! Our projects are community-built and welcome collaboration. 👍Be sure to see the Face-X Community Welcome Guide for a tour of resources available to you.
Not sure where to start? Grab an open issue with the help-wanted label