International Journal for Research in Applied Science and Engineering Technology, 2021
Modernization is the key feature for the development of Society. With the timespan people are mak... more Modernization is the key feature for the development of Society. With the timespan people are making growth with trends in technology. Around the decades, there were many technologies which have been stepped up over the industry and made the transformation in the society and have made tremendous development throughout the world. Similarly, In the 21st decades Social media (like Facebook, Twitter, what’s app, Instagram & many more) have become one of the emphasized network mediums. Millions of people are using social media to get in touch with people staying far away from them. There are millions of data over it which is non-hierarchical and need to store and use it for feedback and other usage. Not only in Social Media, in the business & marketing sector too, customer feedback plays a crucial role. For maintaining and segregating data in a systematic way, sentiment analysis is being used which makes the task easier and helps to understand the data in a better way. In this paper, we ...
Advances in Intelligent Systems and Computing, 2021
Image classification is a classic problem in areas pertaining to Computer Vision, Image Processin... more Image classification is a classic problem in areas pertaining to Computer Vision, Image Processing, and Machine Learning. This paper aims to compare the various Deep Learning Architectures to improve the accuracy of Image Classification to select the best Deep Learning Architecture by implementing and testing various Deep Learning Architectures in combination with Dense Neural Networks. This comparative study helps to improve the accuracy of image separation in both training and testing databases. For targeted training and testing, 3000 training images and 1000 test images were used. The result of the Deep Learning-based classification of images using the platform as Google Colab showed how accurate classification was done by comparing various deep learning architectures.
Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building... more Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building quantum algorithms for improving computational tasks within artificial intelligence. Gender identification is one of the major problems in voice recognition. The recognition techniques suffer from the overfitting issues. To overcome this overfitting issue, this paper designs a novel ensemblebased quantum AI. The main objective of the paper is to identify whether the speaker is male or female by using quantum computing. Identifying the gender from the voice data set i.e., having pitch, median, frequency etc. kind of properties can be possible by using Quantum AI. The proposed system can be used to find the best algorithm among all quantum AI algorithms like Quantum K-nearest neighbors (Q-kNN), Quantum Random Forest, Quantum Logistic Regression, Quantum Decision Tree and Quantum support vector machine (QSVM) to detect the gender of the speaker with maximum possible efficiency and accuracy.
The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and ... more The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and it's been impacted in almost every development sector. Since, December 2019, the coronavirus spreading throughout the world. The only prevention to this virus is to use of face mask and sanitizer regularly. Government has mandatory the use of face mask in public area like, shopping complex, offices, schools, colleges etc. But unconventionally few people don't use to take the precautions which needed to be monitor. There are large number of population and physically monitoring of such mischief is very difficult. In order to prevent it, this paper focus of intelligent approach for detection of face mask among human being in public area. Deep Learning algorithm and architecture has been used over it. Convolution Neural Network (CNN) model and ResNet 50 as architectural model has been well trained over the image dataset and achieved a measurable accuracy. Many people lose their life due to the SARS-CoV-2 and now further, it can't be given any chance of excuse as Face Mask detection using CCTV camera has been allocated in several public area.
International Research Journal of Engineering and Technology (IRJET) , 2021
Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building... more Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building quantum algorithms for improving computational tasks within artificial intelligence. Gender identification is one of the major problems in voice recognition. The recognition techniques suffer from overfitting issues. To overcome this overfitting issue, this paper designs a novel ensemblebased quantum AI. The main objective of the paper is to identify whether the speaker is male or female by using quantum computing. Identifying the gender from the voice data set i.e., having pitch, median, frequency etc. kind of properties can be possible by using Quantum AI. The proposed system can be used to find the best algorithm among all quantum AI algorithms like Quantum K-nearest neighbors (Q-kNN), Quantum Random Forest, Quantum Logistic Regression, Quantum Decision Tree and Quantum support vector machine (QSVM) to detect the gender of the speaker with maximum possible efficiency and accuracy.
International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2021
Modernization is the key feature for the development of Society. With the timespan people are mak... more Modernization is the key feature for the development of Society. With the timespan people are making growth with trends in technology. Around the decades, there were many technologies which have been stepped up over the industry and made the transformation in the society and have made tremendous development throughout the world. Similarly, In the 21st decades Social media (like Facebook, Twitter, what's app, Instagram & many more) have become one of the emphasized network mediums. Millions of people are using social media to get in touch with people staying far away from them. There are millions of data over it which is non-hierarchical and need to store and use it for feedback and other usage. Not only in Social Media, in the business & marketing sector too, customer feedback plays a crucial role. For maintaining and segregating data in a systematic way, sentiment analysis is being used which makes the task easier and helps to understand the data in a better way. In this paper, we are presenting a sentiment analysis approach using Swarm Intelligence, which could be more beneficial in such tasks to solve the complex problem. The concept is correlated with technology Artificial Intelligence.
International Research Journal of Engineering and Technology (IRJET), 2021
The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and ... more The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and it's been impacted in almost every development sector. Since, December 2019, the coronavirus spreading throughout the world. The only prevention to this virus is to use of face mask and sanitizer regularly. Government has mandatory the use of face mask in public area like, shopping complex, offices, schools, colleges etc. But unconventionally few people don't use to take the precautions which needed to be monitor. There are large number of population and physically monitoring of such mischief is very difficult. In order to prevent it, this paper focus of intelligent approach for detection of face mask among human being in public area. Deep Learning algorithm and architecture has been used over it. Convolution Neural Network (CNN) model and ResNet 50 as architectural model has been well trained over the image dataset and achieved a measurable accuracy. Many people lose their life due to the SARS-CoV-2 and now further, it can't be given any chance of excuse as Face Mask detection using CCTV camera has been allocated in several public area.
International Journal for Research in Applied Science and Engineering Technology, 2021
Modernization is the key feature for the development of Society. With the timespan people are mak... more Modernization is the key feature for the development of Society. With the timespan people are making growth with trends in technology. Around the decades, there were many technologies which have been stepped up over the industry and made the transformation in the society and have made tremendous development throughout the world. Similarly, In the 21st decades Social media (like Facebook, Twitter, what’s app, Instagram & many more) have become one of the emphasized network mediums. Millions of people are using social media to get in touch with people staying far away from them. There are millions of data over it which is non-hierarchical and need to store and use it for feedback and other usage. Not only in Social Media, in the business & marketing sector too, customer feedback plays a crucial role. For maintaining and segregating data in a systematic way, sentiment analysis is being used which makes the task easier and helps to understand the data in a better way. In this paper, we ...
Advances in Intelligent Systems and Computing, 2021
Image classification is a classic problem in areas pertaining to Computer Vision, Image Processin... more Image classification is a classic problem in areas pertaining to Computer Vision, Image Processing, and Machine Learning. This paper aims to compare the various Deep Learning Architectures to improve the accuracy of Image Classification to select the best Deep Learning Architecture by implementing and testing various Deep Learning Architectures in combination with Dense Neural Networks. This comparative study helps to improve the accuracy of image separation in both training and testing databases. For targeted training and testing, 3000 training images and 1000 test images were used. The result of the Deep Learning-based classification of images using the platform as Google Colab showed how accurate classification was done by comparing various deep learning architectures.
Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building... more Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building quantum algorithms for improving computational tasks within artificial intelligence. Gender identification is one of the major problems in voice recognition. The recognition techniques suffer from the overfitting issues. To overcome this overfitting issue, this paper designs a novel ensemblebased quantum AI. The main objective of the paper is to identify whether the speaker is male or female by using quantum computing. Identifying the gender from the voice data set i.e., having pitch, median, frequency etc. kind of properties can be possible by using Quantum AI. The proposed system can be used to find the best algorithm among all quantum AI algorithms like Quantum K-nearest neighbors (Q-kNN), Quantum Random Forest, Quantum Logistic Regression, Quantum Decision Tree and Quantum support vector machine (QSVM) to detect the gender of the speaker with maximum possible efficiency and accuracy.
The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and ... more The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and it's been impacted in almost every development sector. Since, December 2019, the coronavirus spreading throughout the world. The only prevention to this virus is to use of face mask and sanitizer regularly. Government has mandatory the use of face mask in public area like, shopping complex, offices, schools, colleges etc. But unconventionally few people don't use to take the precautions which needed to be monitor. There are large number of population and physically monitoring of such mischief is very difficult. In order to prevent it, this paper focus of intelligent approach for detection of face mask among human being in public area. Deep Learning algorithm and architecture has been used over it. Convolution Neural Network (CNN) model and ResNet 50 as architectural model has been well trained over the image dataset and achieved a measurable accuracy. Many people lose their life due to the SARS-CoV-2 and now further, it can't be given any chance of excuse as Face Mask detection using CCTV camera has been allocated in several public area.
International Research Journal of Engineering and Technology (IRJET) , 2021
Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building... more Quantum Artificial Intelligence(AI) is a multidisciplinary field which mainly focuses on building quantum algorithms for improving computational tasks within artificial intelligence. Gender identification is one of the major problems in voice recognition. The recognition techniques suffer from overfitting issues. To overcome this overfitting issue, this paper designs a novel ensemblebased quantum AI. The main objective of the paper is to identify whether the speaker is male or female by using quantum computing. Identifying the gender from the voice data set i.e., having pitch, median, frequency etc. kind of properties can be possible by using Quantum AI. The proposed system can be used to find the best algorithm among all quantum AI algorithms like Quantum K-nearest neighbors (Q-kNN), Quantum Random Forest, Quantum Logistic Regression, Quantum Decision Tree and Quantum support vector machine (QSVM) to detect the gender of the speaker with maximum possible efficiency and accuracy.
International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2021
Modernization is the key feature for the development of Society. With the timespan people are mak... more Modernization is the key feature for the development of Society. With the timespan people are making growth with trends in technology. Around the decades, there were many technologies which have been stepped up over the industry and made the transformation in the society and have made tremendous development throughout the world. Similarly, In the 21st decades Social media (like Facebook, Twitter, what's app, Instagram & many more) have become one of the emphasized network mediums. Millions of people are using social media to get in touch with people staying far away from them. There are millions of data over it which is non-hierarchical and need to store and use it for feedback and other usage. Not only in Social Media, in the business & marketing sector too, customer feedback plays a crucial role. For maintaining and segregating data in a systematic way, sentiment analysis is being used which makes the task easier and helps to understand the data in a better way. In this paper, we are presenting a sentiment analysis approach using Swarm Intelligence, which could be more beneficial in such tasks to solve the complex problem. The concept is correlated with technology Artificial Intelligence.
International Research Journal of Engineering and Technology (IRJET), 2021
The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and ... more The whole world is suffering from SARS-CoV-2 and its very crucial time for all living beings and it's been impacted in almost every development sector. Since, December 2019, the coronavirus spreading throughout the world. The only prevention to this virus is to use of face mask and sanitizer regularly. Government has mandatory the use of face mask in public area like, shopping complex, offices, schools, colleges etc. But unconventionally few people don't use to take the precautions which needed to be monitor. There are large number of population and physically monitoring of such mischief is very difficult. In order to prevent it, this paper focus of intelligent approach for detection of face mask among human being in public area. Deep Learning algorithm and architecture has been used over it. Convolution Neural Network (CNN) model and ResNet 50 as architectural model has been well trained over the image dataset and achieved a measurable accuracy. Many people lose their life due to the SARS-CoV-2 and now further, it can't be given any chance of excuse as Face Mask detection using CCTV camera has been allocated in several public area.
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Papers by Riddhi Mandal
support vector machine (QSVM) to detect the gender of the speaker with maximum possible efficiency and accuracy.
support vector machine (QSVM) to detect the gender of the speaker with maximum possible efficiency and accuracy.