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NIST FRVT Top Ranked Face Recognition, iBeta 2 Certified Liveness Detection (3D Face Passive Anti-Spoofing) Engine!

Home Page: https://www.miniai.live/

Dockerfile 0.62% C 87.34% CMake 0.49% C++ 3.32% Python 8.23%
face-alignment face-anti-spoofing face-detection face-liveness-detection-sdk face-mask-detection face-matching face-recognition face-tracking faceapi liveness-detection on-premise age-gender-estimation attendence-system authentication biometrics ekyc-verification idv nist-frvt onboarding passive-liveness

miniai-face-recognition-livenessdetection-serversdk's Introduction

MiniAiLive Face Recognition LivenessDetection Server SDK

MiniAiLive Logo

Welcome to the MiniAiLive!

We provide system integrators with fast, flexible and extremely precise facial recognition that can be deployed across a number of scenarios, including security, access control, public safety, fintech, smart retail and home protection. Feel free to use our MiniAI Face Recognition with 3D passive face liveness detection (face anti-spoofing) Server SDK.

Note

SDK is fully on-premise, processing all happens on hosting server and no data leaves server.

Project Structure

./MiniAI-Face-Recognition-ServerSDK
  ├─ bin/linux_x86_64                 - # Core library files
  │  ├─ openvino
  │  ├─ libminiai_rec.so
  │  └─ libimutils.so
  ├─ cpp                              - # C++ example
  │  ├─ CMakeLists.txt                - # CMake file for build example
  │  ├─ miniai_rec.h                - # C++ header file to include library
  │  └─ main.cpp                      - # C++ example code
  ├─ flask                            - # Python flask API serving example
  │  ├─ app.py                        - # Flask example code
  │  └─ requirements.txt              - # Python requirement list
  ├─ model                            - # NN dictionary files for library
  │  ├─ data1.bin
  │  ├─ data2.bin  
  │  └─ data3.bin
  ├─ python                           - # Python example
  │  ├─ miniai_rec.py               - # Python library Import Interface file
  │  ├─ main.py                       - # Python example code
  │  └─ requirements.txt              - # Python requirement list
  ├─ test_image                       - # Test Images
  └─ Dockerfile                       - # Docker script for python flask API serving example

Setup Project

- Linux

  • Download repo and extract it
git clone https://github.com/MiniAiLive/MiniAI-Face-Recognition-ServerSDK.git
  • Install system dependencies
sudo apt-get update -y
sudo apt-get install -y libcurl4-openssl-dev libssl-dev libopencv-dev
  • Copy libraries into system folder
cp -rf ./bin/linux_x86_64/openvino/* /usr/lib
cp ./bin/linux_x86_64/libimutils.so /usr/lib

- Windows

Contact US by Email [email protected]

C++ Example

  • Replace license key in main.cpp
  • Build project
cd cpp
mkdir build && cd build
cmake ..
make
  • Run project
./example_recognition --image1 ../../test_image/Carlos_Menem_0018.jpg --image2 ../../test_image/Carlos_Menem_0020.jpg --model ../../model

Python Example

  • Replace license key in main.py
  • Install dependencies
cd python
pip install -r requirements.txt
  • Run project
python main.py

Python Flask Example

  • Replace license key in app.py
  • Install dependencies
cd flask
pip install -r requirements.txt
  • Run project
python app.py

  

Docker Flask Example

  • Replace license key in app.py
  • Build docker image
docker build --pull --rm -f "Dockerfile" -t miniairecognition:latest "."
  • Run image
docker run --network host miniairecognition

Request license

Feel free to Contact US to get trial License
You will get email with trial license key ("XXXXX-XXXXX-XXXXX-XXXXX").

Contributing

Contributions are welcome! If you'd like to contribute to this project, please follow these steps:

1. Fork the repository.
2. Create a new branch for your feature or bug fix.
3. Make your changes and commit them with descriptive messages.
4. Push your changes to your forked repository.
5. Submit a pull request to the original repository.

Try Online Demo

Please visit our Face API Web Demo here. https://demo.miniai.live

Related Product

No Project Feature
1 MiniAI-Face-Recognition-LivenessDetection-AndroidSDK Face Matching, 3D Face Passive Liveness
2 MiniAI-Face-Recognition-LivenessDetection-iOS-SDK Face Matching, 3D Face Passive Liveness
3 MiniAI-Face-Recognition-LivenessDetection-ServerSDK Face Matching, 3D Face Passive Liveness
4 MiniAI-Face-Recognition-LivenessDetection-WindowsSDK Face Matching, 3D Face Passive Liveness
5 MiniAI-Face-LivenessDetection-AndroidSDK 3D Face Passive Liveness
6 MiniAI-Face-LivenessDetection-iOS-SDK 3D Face Passive Liveness
7 MiniAI-Face-LivenessDetection-ServerSDK 3D Face Passive Liveness
8 MiniAI-Face-Matching-AndroidSDK 1:1 Face Matching
9 MiniAI-Face-Matching-iOS-SDK 1:1 Face Matching
10 MiniAI-Face-Attributes-AndroidSDK Face Attributes

About MiniAiLive

MiniAiLive is a leading AI solutions company specializing in computer vision and machine learning technologies. We provide cutting-edge solutions for various industries, leveraging the power of AI to drive innovation and efficiency.

Contact US

For any inquiries or questions, please Contact US

www.miniai.livewww.miniai.livewww.miniai.live

miniai-face-recognition-livenessdetection-serversdk's People

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