https://github.com/faceplugin-ltd/facerecognition-android
Face recognition SDK Android with 3D passive face liveness detection (Face Detection, Face Landmarks, Face Recognition, Face Liveness, Face Pose, Face Expression, Face attributes)
https://github.com/faceplugin-ltd/facerecognition-android
age-estimation anti-spoofing biometric-authentication deep-learning ekyc eye-detection face-anti-spoofing face-anti-spoofing-sdk face-landmark-detection face-liveness-detection face-liveness-detection-sdk face-recognition face-recognition-sdk fraud-detection fraud-prevention gender-recognition identity-verification liveness-detection machine-learning nist-database
Last synced: 21 days ago
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Face recognition SDK Android with 3D passive face liveness detection (Face Detection, Face Landmarks, Face Recognition, Face Liveness, Face Pose, Face Expression, Face attributes)
- Host: GitHub
- URL: https://github.com/faceplugin-ltd/facerecognition-android
- Owner: Faceplugin-ltd
- Created: 2024-02-22T19:14:45.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-24T11:36:48.000Z (about 1 month ago)
- Last Synced: 2025-04-02T03:02:29.432Z (28 days ago)
- Topics: age-estimation, anti-spoofing, biometric-authentication, deep-learning, ekyc, eye-detection, face-anti-spoofing, face-anti-spoofing-sdk, face-landmark-detection, face-liveness-detection, face-liveness-detection-sdk, face-recognition, face-recognition-sdk, fraud-detection, fraud-prevention, gender-recognition, identity-verification, liveness-detection, machine-learning, nist-database
- Language: Java
- Homepage: https://faceplugin.com/face-recognition/
- Size: 107 MB
- Stars: 447
- Watchers: 7
- Forks: 216
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
#### Hugging Face - [Here](https://huggingface.co/spaces/FacePlugin-Ltd/FaceRecognition-LivenessDetection-SDK) 
#### Documentation- [Here](https://doc.faceplugin.com)
# Face Recognition SDK Android with 3D Passive Liveness Detection - Fully On Premise
## Overview
Explore `face recognition SDK` from [Faceplugin](https://faceplugin.com/) Top-ranked on NIST FRVT , coupled with an advanced `iBeta level 2 liveness detection` engine that effectively safeguards against **printed photos, video replay, 3D masks, and deepfake threats**, ensuring top-tier security.
This is `on-premise face recognition SDK` which means everything is processed in your phone and **NO** data leaves the device.
## Try this APP on Google Play
## Screenshots
## On the Youtube
## Install License
The code below shows how to use the license: https://github.com/Faceplugin-ltd/FaceRecognition-Android/blob/370ecadae564788eaa84f288e342da742fde0c1a/app/src/main/java/com/faceplugin/facerecognition/MainActivity.kt#L30-L45
Please [contact us](#contact) to get the license.
## Documentation
Setup
Copy the SDK (`libfacesdk` folder) to the `root` folder in your project.
Add SDK to the project in `settings.gradle`
```
rootProject.name = "YourProjectName"
include ':app'
include ':libfacesdk'
```
Add dependency to your build.gradle
```
implementation project(path: ':libfacesdk')
```
Activate SDK using license
```java
public static native int setActivation(java.lang.String s);
```
Init model for face recognition and liveness detection
```java
public static native int init(AssetManager var0);
```
Convert camera frame in YUV to Bitmap
```java
public static native Bitmap yuv2Bitmap(byte[] var0, int var1, int var2, int var3);
```
Run face recognition and liveness detection
```java
public static native List faceDetection(Bitmap var0, FaceDetectionParam var1);
```
Extract feature vector for the enrollment
```java
public static native byte[] templateExtraction(Bitmap var0, FaceBox var1);
```
Calculate cosine similarity for the matching
```java
public static native float similarityCalculation(byte[] var0, byte[] var1);
```
SDK Codes
| Code | Status |
|:------:|------|
|0|Activate SDK successfully|
|-1|Invalid License Key |
|-2|Invalid AppID |
|-3|Expired License Key|
|-4|Activation Failed|
|-5|SDK Failed|
FaceResult
| Type | Name | Description |
|------------------|------------------|------------------|
| Rect | rect | Bounding box for face |
| int | liveness | Liveness status: 0 for spoof, 1 for real, less than 0 for unknown |
| int | gender | Gender classification result |
| int | mask | Mask presence: 0 for no mask, 1 for mask |
| int | age | Age estimation result |
| float | yaw | Yaw angle: -45 to 45 degrees |
| float | roll | Roll angle: -45 to 45 degrees |
| float | pitch | Pitch angle: -45 to 45 degrees |
| byte[] | feature | 2056-byte facial feature data |
| byte[] | faceData | Encrypted facial data |
| int | orient | Face orientation: 1 for no rotation, 2 for 90° rotation, 3 for 270° rotation, 4 for 180° rotation |
| int | faceId | Face ID in the tracking face mode |
```java
public class FaceResult {
public Rect rect;
public int liveness;
public int gender;
public int mask;
public int age;
public float yaw;
public float roll;
public float pitch;
public byte[] feature;
public byte[] faceData;
public int orient;
public int faceId;
public FaceResult() {
}
}
```
Here's our official [document](https://doc.faceplugin.com/)
## List of our Products
* **[Face Recognition with Liveness Detection-Android (Java, Kotlin)](https://github.com/Faceplugin-ltd/FaceRecognition-Android)**
* **[Face Recognition with Liveness Detection-iOS (Objective C, Swift)](https://github.com/Faceplugin-ltd/FaceRecognition-iOS)**
* **[Face Recognition with Liveness Detection-React Native](https://github.com/Faceplugin-ltd/FaceRecognition-React-Native)**
* **[Face Recognition with Liveness Detection-Flutter](https://github.com/Faceplugin-ltd/FaceRecognition-Flutter)**
* **[Face Recognition with Liveness Detection-Ionic Cordova](https://github.com/Faceplugin-ltd/FaceRecognition-Ionic-Cordova)**
* **[Face Recognition with Liveness Detection-.Net MAUI](https://github.com/Faceplugin-ltd/FaceRecognition-.Net)**
* **[Face Recognition with Liveness Detection-.Net WPF](https://github.com/Faceplugin-ltd/FaceRecognition-WPF-.Net)**
* **[Face Recognition with Liveness Detection-Javascript](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Javascript)**
* **[Face Recognition with LivenessDetection-React](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-React)**
* **[Face Recognition with LivenessDetection-Vue](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Vue)**
* **[Face Liveness Detection-Android (Java, Kotlin)](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Android)**
* **[Face Liveness Detection-iOS (Objective C, Swift)](https://github.com/Faceplugin-ltd/FaceLivenessDetection-iOS)**
* **[Face Liveness Detection-Linux](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Linux)**
* **[Face Liveness Detection-Docker](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Docker)**
* **[Open Source Face Recognition SDK](https://github.com/Faceplugin-ltd/Open-Source-Face-Recognition-SDK)**
* **[Face Recognition SDK](https://github.com/Faceplugin-ltd/Face-Recognition-SDK)**
* **[Liveness Detection SDK](https://github.com/Faceplugin-ltd/Face-Liveness-Detection-SDK)**
* **[Palm Recognition SDK](https://github.com/Faceplugin-ltd/Palm-Recognition)**
* **[ID Card Recognition](https://github.com/Faceplugin-ltd/ID-Card-Recognition)**
* **[ID Document Liveness Detection](https://github.com/Faceplugin-ltd/ID-Document-Liveness-Detection)**
## Contact
