AI Based Smart Exam Proctoring Package

Last update: Sep 09, 2022

Overview

AI Based Smart Exam Proctoring Package

It takes image (base64) as input: Provide Output as:

Detection of Mobile phone.
Detection of More than 1 person in the exam.
Gaze Estimation: Estimating the position of student body & eyes movements.

DOWNLOAD LINK OF YOLO V3 MODEL:

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

DOWNLOAD LINK OF shape_predictor_68_face_landmarks.dat MODEL:

https://github.com/italojs/facial-landmarks-recognition/blob/master/shape_predictor_68_face_landmarks.dat?raw=true

Install this package:

pip install proctoring

Code Sample Working

from proctoring.proctoring import get_analysis, yolov3_model_v3_path

# insert the path of yolov3 model [mandatory]
yolov3_model_v3_path("yolov3.weights_model_path")

# insert the image of base64 format
imgData = "base64_image_format"
proctorData = get_analysis(imgData, "shape_predictor_68_face_landmarks.dat_model_path")
print(proctorData)

Code Sample Output

{'mob_status': 'Not Mobile Phone detected', 'person_status': 'Normal', 'user_move1': 'Head up', 'user_move2': 'Head right', 'eye_movements': 'Blinking'}

LICENSE

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

Smart edu-autobooking - Johnson @ DMI-UNICT study room self-booking system

smart_edu-autobooking Sistema di autoprenotazione per l'aula studio [email protected]

17 Jun 20, 2022

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

DeepNER An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models. This repository contains complex Deep

9 May 30, 2022

Deep Learning Package based on TensorFlow

White-Box-Layer is a Python module for deep learning built on top of TensorFlow and is distributed under the MIT license. The project was started in M

7 Dec 27, 2021

This python-based package offers a way of creating a parametric OpenMC plasma source from plasma parameters.

openmc-plasma-source This python-based package offers a way of creating a parametric OpenMC plasma source from plasma parameters. The OpenMC sources a

10 Oct 18, 2022

A Python package to create, run, and post-process MODFLOW-based models.

Version 3.3.5 — release candidate Introduction FloPy includes support for MODFLOW 6, MODFLOW-2005, MODFLOW-NWT, MODFLOW-USG, and MODFLOW-2000. Other s

388 Nov 29, 2022

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

PySDM PySDM is a package for simulating the dynamics of population of particles. It is intended to serve as a building block for simulation systems mo

Atmospheric Cloud Simulation Group @ Jagiellonian University

32 Oct 18, 2022

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Explainable CNNs 📦 Flexible visualization package for generating layer-wise explanations for CNNs. It is a common notion that a Deep Learning model i

183 Dec 15, 2022

Python package for Bayesian Machine Learning with scikit-learn API

Python package for Bayesian Machine Learning with scikit-learn API Installing & Upgrading package pip install https://github.com/AmazaspShumik/sklearn

482 Jan 4, 2023

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

What is xLearn? xLearn is a high performance, easy-to-use, and scalable machine learning package that contains linear model (LR), factorization machin

3k Jan 3, 2023

Releases(v0.0.1)

v0.0.1(Dec 15, 2021)

https://pypi.org/project/proctoring/
Source code(tar.gz)
Source code(zip)

AI Based Smart Exam Proctoring Package

Related tags

Overview

AI Based Smart Exam Proctoring Package

DOWNLOAD LINK OF YOLO V3 MODEL:

DOWNLOAD LINK OF shape_predictor_68_face_landmarks.dat MODEL:

Install this package:

Code Sample Working

Code Sample Output

LICENSE

You might also like...

Smart edu-autobooking - Johnson @ DMI-UNICT study room self-booking system

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

Deep Learning Package based on TensorFlow

This python-based package offers a way of creating a parametric OpenMC plasma source from plasma parameters.

A Python package to create, run, and post-process MODFLOW-based models.

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Python package for Bayesian Machine Learning with scikit-learn API

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

Releases(v0.0.1)

v0.0.1(Dec 15, 2021)

Owner

NARENDER KESWANI

Pytorch Implementation of Adversarial Deep Network Embedding for Cross-Network Node Classification

Qcover is an open source effort to help exploring combinatorial optimization problems in Noisy Intermediate-scale Quantum(NISQ) processor.

Implementation for "Manga Filling Style Conversion with Screentone Variational Autoencoder" (SIGGRAPH ASIA 2020 issue)

Hunt down social media accounts by username across social networks

Pose estimation with MoveNet Lightning

Code for the preprint "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

Welcome to The Eigensolver Quantum School, a quantum computing crash course designed by students for students.

blind SQLIpy sebuah alat injeksi sql yang menggunakan waktu sql untuk mendapatkan sebuah server database.

Implementation of Memory-Efficient Neural Networks with Multi-Level Generation, ICCV 2021

Automatic Image Background Subtraction

StyleGAN2 - Official TensorFlow Implementation

DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

PyTorch implementation of the TTC algorithm

Neurons Dataset API - The official dataloader and visualization tools for Neurons Datasets.

Official implementation for paper: A Latent Transformer for Disentangled Face Editing in Images and Videos.

9th place solution in "Santa 2020 - The Candy Cane Contest"

Pytorch Implementation of PointNet and PointNet++++

Open-AI's DALL-E for large scale training in mesh-tensorflow.

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)