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

TorchDistiller - a collection of the open source pytorch code for knowledge distillation, especially for the perception tasks, including semantic segmentation, depth estimation, object detection and instance segmentation.

Pytorch implementation of "Geometrically Adaptive Dictionary Attack on Face Recognition" (WACV 2022)

Paddle pit - Rethinking Spatial Dimensions of Vision Transformers

This is the implementation of GGHL (A General Gaussian Heatmap Labeling for Arbitrary-Oriented Object Detection)

Official implementation of "One-Shot Voice Conversion with Weight Adaptive Instance Normalization".

Class-Attentive Diffusion Network for Semi-Supervised Classification [AAAI'21] (official implementation)

Federated Learning - Including common test models for federated learning, like CNN, Resnet18 and lstm, controlled by different parser

UpChecker is a simple opensource project to host it fast on your server and check is server up, view statistic, get messages if it is down. UpChecker - just run file and use project easy

SIMULEVAL A General Evaluation Toolkit for Simultaneous Translation

Magisk module to enable hidden features on Android 12 Developer Preview 1.

Data-driven reduced order modeling for nonlinear dynamical systems

Fuwa-http - The http client implementation for the fuwa eco-system

A simple rest api that classifies pneumonia infection weather it is Normal, Pneumonia Virus or Pneumonia Bacteria from a chest-x-ray image.

Repo for "TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets" at [email protected]

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

Synthesizing and manipulating 2048x1024 images with conditional GANs

This repository is for Competition for ML_data class

This is the reference implementation for "Coresets via Bilevel Optimization for Continual Learning and Streaming"

Dynamic Bottleneck for Robust Self-Supervised Exploration

Repo for "TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets" at [email protected]