FaceLivenessDetection ServerSDK Save Abandoned

A 100% spoofing-prevention rate for both 3D printed and resin facial masks, confirms FaceMe® as a leading facial recognition solution for preventing biometric fraud in remote applications, such as online banking, requiring identity verification before granting access to sensitive data or valuable assets.

FaceMe® iBeta Presentation Attack Detection Report

Note

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

Project Structure

# Code & components for pages
./FaceLivenessDetection-ServerSDK
  ├─ bin/linux_x86_64                 - # Core library files
  │  ├─ libfaceme_liveness1.so
  │  ├─ libfm_models.so
  │  └─ libimutils.so
  ├─ cpp                              - # C++ example
  │  ├─ CMakeLists.txt                - # CMake file for build example
  │  ├─ faceme_liveness.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
  ├─ python                           - # Python example
  │  ├─ faceme_liveness.py            - # Python library Import Interface file
  │  ├─ main.py                       - # Python example code
  │  └─ requirements.txt              - # Python requirement list
  ├─ test_image                       - # Test Images
  │  ├─ genuine.jpg
  │  └─ spoof.png
  └─ Dockerfile                       - # Docker script for python flask API serving example

Setup Project

- Linux

• Download repo and extract it
• 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 ./bin/linux_x86_64/libfm_models.so /usr/lib
cp ./bin/linux_x86_64/libimutils.so /usr/lib

- Windows

Contact us by Email [email protected]

- Request license

Subscribe free trial at our Subscription Page
You will get email with trial license key ("XXXXX-XXXXX-XXXXX-XXXXX").

C++ Example

• Replace license key in main.cpp https://github.com/FaceMe-SDK/FaceLivenessDetection-ServerSDK/blob/eaf9ce81dff32b329d66853461f5d8acb38c5568/cpp/main.cpp#L1-L7
• Build project

cd cpp
mkdir build && cd build
cmake ..
make

• Run project

./example_liveness --image ../../test_image/spoof.png --model ../../model

Python Example

• Replace license key in main.py https://github.com/FaceMe-SDK/FaceLivenessDetection-ServerSDK/blob/eaf9ce81dff32b329d66853461f5d8acb38c5568/python/main.py#L11-L17
• Install dependencies

cd python
pip install -r requirements.txt

• Run project

python main.py

Python Flask Example

• Replace license key in app.py https://github.com/FaceMe-SDK/FaceLivenessDetection-ServerSDK/blob/eaf9ce81dff32b329d66853461f5d8acb38c5568/flask/app.py#L19-L25
• Install dependencies

cd flask
pip install -r requirements.txt

• Run project

python app.py

Docker Flask Example

• Replace license key in app.py https://github.com/FaceMe-SDK/FaceLivenessDetection-ServerSDK/blob/eaf9ce81dff32b329d66853461f5d8acb38c5568/flask/app.py#L19-L25
• Build docker image

docker build --pull --rm -f "Dockerfile" -t facemeliveness:latest "."

• Run image

docker run --network host facemeliveness

Request license

Subscribe free trial at our Subscription Page
You will get email with trial license key ("XXXXX-XXXXX-XXXXX-XXXXX").