people-recognizer-python

Recognizes a face from an encoded list of faces stored in mongodb.

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Create with

• face-recognition 1.3.0
• pymongo 3.11.1
• dnspython 2.0.0

Installation

• python3 -m venv ./venv
• source venv/bin/activate
• pip3 install -r requirements.txt
• install driver nvidia

or

source install.sh

Commands

loadPerson.py

Used to add a new person in mongodb.

recognize.py

Used to compare an image of an unknown person with stored records.

Parameters of parameter.py

parameter.py

Parameters to edit before using the commands, contains the connection to the mongo server, database, the collection and the maximum tolerance value to recognize a person.

URL_MONGO

URL connection for connect recognition system with it respective storage .

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DATABASE_NAME

Name of database that container lots of collections to process the different tasks of system.

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COLLECTION_NAME

Name of collection used to storing the matrix encoders faces with it respective identification.

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TOLERANCE

It's the tolerance accepted to evaluate encoders matrix saved in database.

When will you realice changes at this value the results of algorithm processing may vary!!.

Register person

python loadPerson.py john ../johnProfile.png

Result

Compare person

python recognize.py ../unknownPerson.png

Result

[{'name':'john', 'distance': '0.334556'}]

Architecture

Create with ❤️ by Carlos Mata