archeelp/face_verification_api

A Flask Rest API to register face to database and verification

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Keras Face Verification System deployed as Flask REST API

What

A POST request can be used to integrate face verification in your system.

POST Request Format

• Add

curl -X POST -F image=@sachin1.png 'http://localhost:5000/add?name=sachin'

• Verify

curl -X POST -F image=@sachin2.png 'http://localhost:5000/verify?name=sachin'

Here name should be unique to the person like emailid or something and image should be the image file containing the person's face.

How to RUN

pip install -r requirements.txt
python main2.py

Output Response

Verify

• First

{
	"code":1,
	"message":"Person is verified correctly",
	"score":"0.8051153"
}

• Second

{
	"code":0,
	"message":"Person is not verified",
	"score":"1.051153"
}

• Third

{
    "code": -3,
    "message": "Name does not exist in database"
}

• Fourth

{
	"code":-1,
	"message":"No frontal face detected on picture"
}

• Fifth

{
	"code":-2,
	"message":"Model could not be loaded"
}

Score is the value of the similarity of the face with the registered face. Lower the value of score , means more similarity

ADD

• First

{
	"code":1,
	"message":"Face added to the database",
}

• Second

{
	"code":-1,
	"message":"No frontal face detected",
}