Volume 10, Issue 1 (2023)

Table of contents

• Published Subscription 18 Apr 2023

  Facial Emotion Recognition Using CNN and OpenCV: A Review

  By Reena Sharma, Manasvi Joshi, Aditya Gupta, Tanay Joshi, Indu Mittal

  Abstract: Emotion Recognition Using a Facial Feature Recognition is a prominent area of study in the world of Human Computer Interaction (HCI). Humans may express a wide range of emotions and moods through facial movements and body language. In this project, in order to detect the live emotions from the human facial gesture, we will be using an algorithm that allows the computer to automatically detect the facial recognition of human …

  Published in Journal of Open Source Developments · Vol. 10, Issue 1, 2023 · pp. 1–9 Read article →

• Published Subscription 25 May 2023

  Autonomous Car Using Deep Learning and Image Processing Technology

  By Manasa, Ramya G., Shravan Bembalagi, Prashanth S., Charanraj B. R.

  Abstract: This study showcases a mini version of autonomous cars where it includes both autopilot mode and manual control. Autopilot mode is implemented using deep learning and image processing techniques, such as CNN, Haar cascade model and mobile app for manual control. IoT plays an important role. The Raspberry pi, pi camera and Arduino uno work as the main processors. The high-resolution pi camera, which is of 8 MP, will provide …

  Published in Journal of Open Source Developments · Vol. 10, Issue 1, 2023 · pp. 10–18 Read article →

• Published Subscription 12 Jun 2023

  Digital Sampling and Testing of COVID-19 to Reduce Lab Procedures Further Decreasing Carbon Emission: Review

  By Ananya Niraj Kumar Singh, Lacky Shiv Kumar Singh

  Abstract: The COVID-19 pandemic has caused a new virus known as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that primarily infects the lungs and can lead to serious respiratory illnesses such as ARDS and pneumonia caused by coronavirus. Declared a pandemic by the World Health Organization (WHO), the disease belongs to the family of coronaviruses that can cause cold and flu, making it a highly contagious disease. Chest imaging tests such …

  Published in Journal of Open Source Developments · Vol. 10, Issue 1, 2023 · pp. 19–25 Read article →

• Published Subscription 1 Jun 2023

  Novel Perspectives in Imitation Learning: Trends, Challenges, Future Directions

  By CH.E.N. Sai Priya, Manas Kumar Yogi

  Abstract: Imitation learning refers to a machine learning approach where an algorithm learns to accomplish a task by emulating the actions and behaviours of a proficient expert. The main aim of imitation learning is to extract knowledge from an expert and train the datasets using the existing knowledge. During training, the algorithm is presented with a large dataset of expert demonstrations and learns to map the input to the correct output …

  Published in Journal of Open Source Developments · Vol. 10, Issue 1, 2023 · pp. 26–35 Read article →

• Published Subscription 23 May 2023

  Online Tracking System for Project Management

  By Priya Kulkarni, Sneha Mokal, Rishika Negi, Jayesh Patil, Prajakta Jadhav

  Abstract: Project managers can utilize an online tracking system software to monitor project progress, delegate tasks, and work together with team members in real-time. Such systems often comprise features like task lists, time tracking, and reporting capabilities. The online tracking system for project management (OTS) provides a centralized platform for students, project managers to manage all aspects of all projects, including task assignments, deadlines, progress monitoring, and evaluation. Students can use …

  Published in Journal of Open Source Developments · Vol. 10, Issue 1, 2023 · pp. 36–43 Read article →