Bhagyashree Tingare - Academia.edu (original) (raw)

Uploads

Papers by Bhagyashree Tingare

International journal for research in applied science and engineering technology, May 31, 2024

Assessing developer engagement and impact in the changing world of software development is an imp... more Assessing developer engagement and impact in the changing world of software development is an important task for employers, partners, and the developers themselves. GitHub, the leading code hosting and collaborative development platform, provides rich data for such testing. This article introduces GitHub Profile Analyzer, a new tool that uses artificial intelligence (AI) and data science to analyse and evaluate GitHub profiles. The system uses a gradient boosting regressor model to evaluate profiles based on a variety of metrics, including user activity, data retention, and engagement history, resulting in a total score between 0 and 5. Improve the hiring process and identify developers, their strengths and areas for improvement. This article covers the GitHub API documentation process, predefined documentation, model development, model training and evaluation, and model deployment using the Flask framework. Preliminary results show that the tool is accurate and reliable in assessing developer knowledge and highlight its implications for modern software development practices.

A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake ... more A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake on virtual garments. The client posture and profundity is followed utilizing the Microsoft Kinect sensor and virtual garments are lined up with the followed client. the clothes moves and adjusts practically and therefore the lighting force of the fabric render is adjusted to coordinate surrounding lighting conditions. The exhibited application enhances related increased reality application by including full client posture following and by utilizing 3D dress models joined with fabric recreation instead of 2D pictures. IndexTerms Augmented reality, Microsoft Kinect sensor, 3D clothes.

International Journal of Scientific Research in Computer Science, Engineering and Information Technology

With the use of deep learning algorithms from artificial intelligence (AI), several types of rese... more With the use of deep learning algorithms from artificial intelligence (AI), several types of research have been conducted on video data. Object localization, behaviour analysis, scene understanding, scene labelling, human activity recognition (HAR), and event recognition make up the majority of them. Among all of them, HAR is one of the most difficult jobs and key areas of research in video data processing. HAR can be used in a variety of fields, including robotics, human-computer interaction, video surveillance, and human behaviour categorization. This research seeks to compare deep learning approaches on several benchmark video datasets for vision-based human activity detection. We suggest a brand-new taxonomy for dividing up the literature into CNN- and RNN-based methods. We further categorise these approaches into four subgroups and show several methodologies, their effectiveness, and experimental datasets. To illustrate the development of HAR techniques, a brief comparison is a...

Journal of emerging technologies and innovative research, Jun 1, 2021

Page replacement algorithms were a sincere topic of research and debate in the 1960s and 1970s. I... more Page replacement algorithms were a sincere topic of research and debate in the 1960s and 1970s. In a computer operating system that uses paging for virtual memory management, page replacement algorithms resolve which memory pages to page out (swap out, write to disk) when a page of memory needs to be allocated. Paging occurs when a page fault occurs and a free page cannot be used to gratify the allocation, either because there are none, or because the number of free pages i lower than some threshold. The page replacing problem is a typical online problem from the competitive analysis view in the intelligence that the optimal deterministic algorithm is known [11]. This paper is analysis on various page replacement algorithms like Optimal replacement, Random replacement,

1,2,3,4Asst. Professor, Department of Computer Engineering, D Y Patil College of Engineering Akur... more 1,2,3,4Asst. Professor, Department of Computer Engineering, D Y Patil College of Engineering Akurdi, Pune, India. ---------------------------------------------------------------------***--------------------------------------------------------------------Abstract Cyber Physical System (CPS) is a Cyber System integrated with physical processes, the new generation technology supporting cyber security for physical processes and physical systems. Cyber physical system can be described as a system that integrate various physical elements with computing elements and processes. CPS has became area of interest in academia, industry and research institutes due to various potential impacts of CPS on environment, economy, Industry growth, societal development and security. In this paper, CPS design parameters, application areas, comparison with other ICT devices and analytical study is presented.

Image retrieval is a growing field in the image processing domain and it has covered so much more... more Image retrieval is a growing field in the image processing domain and it has covered so much more areas including the smartphones. As the days pass by great technologies are introduced every day, smartphones have become more and more important in our lives. So, many tasks can be done using a smartphone. It is almost like carrying your personal desktop with you. Images can be taken and shared instantly, messages can be recorded and sent overseas, office work can be delayed and saved and so much more can be done with smartphones. All these can be done quickly as it’s just a click away. In this paper, an approach for image retrieval is discussedusing an Android smartphone by creating an application to enable faster retrieval of images on the phone. The approach proposes a method to retrieve images based on the query image and how relevant its features are to improve the retrieval process. Moreover this new approach has been discovered to reduce the amount of time for retrieving images ...

A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake ... more A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake on virtual garments. The client posture and profundity is followed utilizing the Microsoft Kinect sensor and virtual garments are lined up with the followed client. the clothes moves and adjusts practically and therefore the lighting force of the fabric render is adjusted to coordinate surrounding lighting conditions. The exhibited application enhances related increased reality application by including full client posture following and by utilizing 3D dress models joined with fabric recreation instead of 2D pictures. IndexTerms Augmented reality, Microsoft Kinect sensor, 3D clothes.

International journal for research in applied science and engineering technology, May 31, 2024

Assessing developer engagement and impact in the changing world of software development is an imp... more Assessing developer engagement and impact in the changing world of software development is an important task for employers, partners, and the developers themselves. GitHub, the leading code hosting and collaborative development platform, provides rich data for such testing. This article introduces GitHub Profile Analyzer, a new tool that uses artificial intelligence (AI) and data science to analyse and evaluate GitHub profiles. The system uses a gradient boosting regressor model to evaluate profiles based on a variety of metrics, including user activity, data retention, and engagement history, resulting in a total score between 0 and 5. Improve the hiring process and identify developers, their strengths and areas for improvement. This article covers the GitHub API documentation process, predefined documentation, model development, model training and evaluation, and model deployment using the Flask framework. Preliminary results show that the tool is accurate and reliable in assessing developer knowledge and highlight its implications for modern software development practices.

A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake ... more A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake on virtual garments. The client posture and profundity is followed utilizing the Microsoft Kinect sensor and virtual garments are lined up with the followed client. the clothes moves and adjusts practically and therefore the lighting force of the fabric render is adjusted to coordinate surrounding lighting conditions. The exhibited application enhances related increased reality application by including full client posture following and by utilizing 3D dress models joined with fabric recreation instead of 2D pictures. IndexTerms Augmented reality, Microsoft Kinect sensor, 3D clothes.

International Journal of Scientific Research in Computer Science, Engineering and Information Technology

With the use of deep learning algorithms from artificial intelligence (AI), several types of rese... more With the use of deep learning algorithms from artificial intelligence (AI), several types of research have been conducted on video data. Object localization, behaviour analysis, scene understanding, scene labelling, human activity recognition (HAR), and event recognition make up the majority of them. Among all of them, HAR is one of the most difficult jobs and key areas of research in video data processing. HAR can be used in a variety of fields, including robotics, human-computer interaction, video surveillance, and human behaviour categorization. This research seeks to compare deep learning approaches on several benchmark video datasets for vision-based human activity detection. We suggest a brand-new taxonomy for dividing up the literature into CNN- and RNN-based methods. We further categorise these approaches into four subgroups and show several methodologies, their effectiveness, and experimental datasets. To illustrate the development of HAR techniques, a brief comparison is a...

Journal of emerging technologies and innovative research, Jun 1, 2021

Page replacement algorithms were a sincere topic of research and debate in the 1960s and 1970s. I... more Page replacement algorithms were a sincere topic of research and debate in the 1960s and 1970s. In a computer operating system that uses paging for virtual memory management, page replacement algorithms resolve which memory pages to page out (swap out, write to disk) when a page of memory needs to be allocated. Paging occurs when a page fault occurs and a free page cannot be used to gratify the allocation, either because there are none, or because the number of free pages i lower than some threshold. The page replacing problem is a typical online problem from the competitive analysis view in the intelligence that the optimal deterministic algorithm is known [11]. This paper is analysis on various page replacement algorithms like Optimal replacement, Random replacement,

1,2,3,4Asst. Professor, Department of Computer Engineering, D Y Patil College of Engineering Akur... more 1,2,3,4Asst. Professor, Department of Computer Engineering, D Y Patil College of Engineering Akurdi, Pune, India. ---------------------------------------------------------------------***--------------------------------------------------------------------Abstract Cyber Physical System (CPS) is a Cyber System integrated with physical processes, the new generation technology supporting cyber security for physical processes and physical systems. Cyber physical system can be described as a system that integrate various physical elements with computing elements and processes. CPS has became area of interest in academia, industry and research institutes due to various potential impacts of CPS on environment, economy, Industry growth, societal development and security. In this paper, CPS design parameters, application areas, comparison with other ICT devices and analytical study is presented.

Image retrieval is a growing field in the image processing domain and it has covered so much more... more Image retrieval is a growing field in the image processing domain and it has covered so much more areas including the smartphones. As the days pass by great technologies are introduced every day, smartphones have become more and more important in our lives. So, many tasks can be done using a smartphone. It is almost like carrying your personal desktop with you. Images can be taken and shared instantly, messages can be recorded and sent overseas, office work can be delayed and saved and so much more can be done with smartphones. All these can be done quickly as it’s just a click away. In this paper, an approach for image retrieval is discussedusing an Android smartphone by creating an application to enable faster retrieval of images on the phone. The approach proposes a method to retrieve images based on the query image and how relevant its features are to improve the retrieval process. Moreover this new approach has been discovered to reduce the amount of time for retrieving images ...

A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake ... more A Virtual Trial Room application utilizing Augmented Reality which enables a client to undertake on virtual garments. The client posture and profundity is followed utilizing the Microsoft Kinect sensor and virtual garments are lined up with the followed client. the clothes moves and adjusts practically and therefore the lighting force of the fabric render is adjusted to coordinate surrounding lighting conditions. The exhibited application enhances related increased reality application by including full client posture following and by utilizing 3D dress models joined with fabric recreation instead of 2D pictures. IndexTerms Augmented reality, Microsoft Kinect sensor, 3D clothes.