GoFaceRec
Face recognition in Go using MTCNN and QMagFace (by modanesh)
go-face
:mag: Face recognition with Go (by Kagami)
GoFaceRec | go-face | |
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1 | 2 | |
27 | 1,060 | |
- | - | |
6.5 | 10.0 | |
11 months ago | almost 2 years ago | |
Go | Go | |
MIT License | Creative Commons Zero v1.0 Universal |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
GoFaceRec
Posts with mentions or reviews of GoFaceRec.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-01.
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Introducing GoFaceRec: A Go-based Face Recognition Tool Using Deep Learning
I'm excited to share a project I've been working on: [GoFaceRec](https://github.com/modanesh/GoFaceRec). This is a face recognition tool built in Go, leveraging the power of MTCNN for face detection and QMagFace for face recognition. The project was born out of a desire to bring the power of deep learning models to the Go community. After much effort, I concluded that the best approach was to convert models to TensorFlow and then work with tfgo, a Go binding to TensorFlow's C API. In GoFaceRec, the input image is first processed, and then its embeddings are compared against the ones already computed from our dataset. If the distance between embeddings falls below a specific threshold, then the face is considered as unknown. Otherwise, the proper label will be printed. The project is tested using Go 1.17 on Ubuntu 20.04. For gocv, the version of OpenCV installed is 4.7. And for tfgo, I installed [this version](https://github.com/galeone/tfgo) instead of the official one. You can install this package by running the following command in your project: > go get github.com/modanesh/[email protected] You can find more detailed instructions on how to use the tool in the [GitHub repository](https://github.com/modanesh/GoFaceRec). I welcome any feedback, suggestions, or contributions to the project. I'm looking forward to seeing how the community uses GoFaceRec and hope it can be a valuable tool for those working on face recognition tasks. Happy coding! 🚀
go-face
Posts with mentions or reviews of go-face.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-25.
- [Question] - Any library that's similar to human js in terms of functionalities?
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Face classifier/detection library for Go?
I saw this library https://github.com/Kagami/go-face but having hard time making it even compile. I installed dlib (Mac M1) but keeps getting some header not found. I am not a C++ dev so I don't know what I don't know. Turns out some people in the Github issue are encountering the same issue as well, but no answer so far.
What are some alternatives?
When comparing GoFaceRec and go-face you can also consider the following projects:
photo_id_resizer - Resize photo ID images using face recognition technology
facenet - face detction/recognization golang lib using tensorflow facenet
pigo - Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.
human - Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition
mediadevices - Go implementation of the MediaDevices API.
go - The Go programming language