Open Source Face Recognition Linux SDK

Completely Free and Open Source Face recognition Linux SDK

Code

GitHub - Faceplugin-ltd/Open-Source-Face-Recognition-SDK: The world's 1st open source face recognition SDK for Windows and Linux (Face detection, Face landmark extraction, Face feature extraction, Face template mathcing)GitHub

Completely Free and Open Source Face recognition Linux SDK

Overview

The world's 1st Completely Free and Open Source Face Recognition SDK for developers to integrate face recognition capabilities into applications. Supports real-time, high-accuracy face recognition with deep learning models. This is on-premise face recognition SDK which means everything is processed in your server and NO data leaves the machine. Please contact us if you need the SDK with higher accuracy.

Setup

Please download anaconda on your computer and install it. We used Linux machine without GPU for testing

1. Create anaconda environment

   conda create -n facesdk python=3.9

2. Activate env

   conda activate facesdk

3. Install dependencies

   pip install -r requirements.txt

4. In faceutil.py in the face_util directory modify the following code to import libFaceUtil.so file in face_util/c directory

   dll_path = os.path.abspath(os.path.dirname(file)) + '/C/face_util.dll'

5. Compare face images in the test directory

   python run.py

APIs and Parameters

• GetImageInfo(image, faceMaxCount): returns face bounding boxes, landmarks and feature embedding

• get_similarity(feat1, feat2): returns similarity between two feature embeddings. 0 to 100

• Threshold: value to determine if two embeddings belong to same person, default = 75