narender-rk10 / MyProctor.ai-AI-BASED-SMART-ONLINE-EXAMINATION-PROCTORING-SYSYTEM

This is a AI Based Smart Exam Proctoring System using python flask, mysql as database, yolov4
154 stars 98 forks source link
ai automatic-proctoring deepface dl eye-tracking face-detection flask gaze-tracking ml nlp nltk opencv phone-detection proctoring proctoring-ai python smart-ai-based-proctoring-system yolov3

MyProctor.ai-AI-BASED-SMART-ONLINE-EXAMINATION-PROCTORING-SYSYTEM

YOUTUBE LINK OF THE PROJECT:

IMAGE ALT TEXT HERE

https://youtu.be/E117db5VsTs

MODEL LINK YOLO V3:

https://pjreddie.com/media/files/yolov3.weights

IF YOU ARE LOOKING ONLY FOR PROCTORING REFER THIS LIBRARY:

Package Link: https://pypi.org/project/proctoring/

Github Link: https://github.com/narender-rk10/proctoring

LICENSE:

Creative Commons Licence
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

PROPOSED SYSTEM

A) Authentication with Image Verification

1) Basic Login, Register, Forgot Password, Change Password, etc 2) System allows only one login per user, so that user can’t do any unfair means. 3) System will verify image of user at every time of login and also in exam using face recognition technology.

B) Professor

1) Using AI , professor can generate questions & answers, the 2 types of questions & answer can be generated: objective & subjective. 2) Professor can create exam, view exam history, share details of exam with students, view questions, update, delete questions, but update & delete questions will not work at the time of exam & after the exam. 3) Professor can insert marks of subjective & practical exam & also publish the results, view results. 4) Professor can view Live Monitoring of Exam & also can view proctoring logs of the students. 5) Professor can report problems, recharge exam wallet, view FAQ, contact us.

C) Students

1) Give/Take Exam 2) Check Exam History 3) Check Results 4) Report Problems

D) Exam

1) Types of Exam Supported:

E) Proctoring

1) Making logs of window events whenever user changes tab or opens a new tab. 2) Making logs of audio frequency at every 5 seconds of the students. 3) Detection of Mobile phone. 4) Detection of More than 1 person in the exam. 5) Gaze Estimation: Estimating the position of student body & eyes movements. 6) Taking Students images logs at every 5 seconds. 7) CUT, COPY, PASTE, Taking Screenshots Function is disabled. 8) VM detection & Detection of Screen-Sharing applications. [Support Desktop App Only]

Screenshots of SYSTEM:

Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot Screenshot