facial-matching

Register and validate people using facial recognition

Description

This full stack application uses DeepFace and InterSystems Vector Search to register and validate faces, allowing for biometric matching, age, ethnicity, and gender estimation. The features are:

• Register persons and your biometric faces
• Match person using biometric face recognition
• Uses InterSystems Vector Search to store and compare faces
• Uses Deepface to index faces to store into Vector Search

Prerequisites

Make sure you have git and Docker desktop installed.

Installation

Clone/git pull the repo into any local directory

$ git clone https://github.com/yurimarx/facial-matching.git
$ cd facial-matching
$ docker-compose build
$ docker-compose up -d

Tutorial and details

1. https://community.intersystems.com/post/facial-recognition-intersystems-vector-search-and-deepface

2. https://community.intersystems.com/post/using-ai-calculate-family-resemblance

What does it do

1. Open the App http://localhost:8501/.
2. Register some persons and faces into Register User.
3. Find people using a photo or your camera to find people already registered.

Credits

1. Deepface: https://github.com/serengil/deepface
2. OEX Full stack template: https://openexchange.intersystems.com/package/iris-fullstack-template
3. Streamlit: https://streamlit.io/
4. InterSystems IRIS: https://www.intersystems.com/products/intersystems-iris/