identimood's Introduction

IdentiMood

IdentiMood is an authentication system based on face verification and mood recognition, which has been developed as final project for the Biometric Systems course at Sapienza University of Rome, held by Prof. Maria De Marsico (2021-22).

How it works

Enrollment

Verification

Use case example

Running example

System design

Evaluation

The evaluation can be reproduced by executing the scripts in the benchmarks directory.

See the report/presentation for further information and detailed results.

How to run

Install the requirements from requirements.txt.
Tweak src/config.json as desired.
Execute src/enroll.py to perform enrollment.
Execute src/main.py to authenticate.

Authors

identimood's People

Contributors

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identimood's Issues

Improve the "camera shot" window

Meaningful title
Meaningful description/giuide
Oval-shaped overlay on top of the video feed
Button to easily shot a picture

Add option to specify the gallery's path

(the gallery should be in a user-agnostic place)

Automatically use the name of the currently logged-in user as identity claim

The button labels are wrong

-Shot picture
+Shoot picture

Gallery templates that could not be loaded stuck the process

When (for any reason) DeepFace cannot load a gallery template, it says Error while handling the probe. Face could not be detected. Please confirm that the picture is a face photo or consider to set enforce_detection param to False..

This happens because the error check is done in save_and_verify(), but should be moved in verify_identity()