International journal of advanced research, May 31, 2023
Smart Doctors Assistant System is an advanced and contactless method especially built to avoid lo... more Smart Doctors Assistant System is an advanced and contactless method especially built to avoid long wait-time in hospitals to book an appointment with the doctor. It aims to make the process of booking an appointment swift and hassle-free. Patients struggled a lot during the COVID-19 pandemic as they had to physically fill out the forms in the hospitals to schedule an appointment and then consult the doctor. This increased the chances of them being exposed to the virus. Patients who cannot fill out forms alone can do it without assistance using our system. Our proposed system uses face recognition and voice commands, thus making it effortless even for illiterates to schedule an appointment with the doctor. A time slot is allocated to the patient which is sent to his/her registered email address. The registered user can log in to our system at the scheduled time and directly consult the doctor.
Schizophrenia is a mental illness in which the people suffering from it misinterpret reality. It ... more Schizophrenia is a mental illness in which the people suffering from it misinterpret reality. It causes delusions or hallucinations which causes disruption in regular thinking. The patient sometimes has problems understanding whether what they are experiencing is actual reality or part of a hallucination. People with schizophrenia require treatment that spans their entire life. Timely treatment generally helps getting the symptoms under control prior to the development of serious complications and help improve long-term outlook. A number of mental disorder studies have been using Machine Learning approaches for examining Electroencephalography (EEG) data. Machine Learning Algorithms applied on reasonably large EEG datasets can help in faster diagnosis, early risk prevention, and possibly prevention of the disease. We will be making efficient use of Artificial Neural Networks (ANN) algorithm to train a prediction model. Previous results show that accuracy of neural networks algorithm...
A crucial task in any firm is the hiring of new personnel. Virtual interviews have replaced face-... more A crucial task in any firm is the hiring of new personnel. Virtual interviews have replaced face-to-face interviews as the norm since the Pandemic. Knowing the sincerity of the interviewee while applying to the company becomes a significant task in such a situation. The practice of manually comparing a candidate's face from many interview rounds to the actual candidate joining the organization is being used by interviewers. I want to automate this human process, using machine learning techniques to aid the interviewee's sincerity be established. Machine learning techniques will be used in this procedure to find and identify faces in pictures taken during the first round of interviews. Then compare it later to the real face that was photographed at the time of joining. If all of the visuals line up, it establishes the interviewee's sincerity. And if they don't match, management can take the necessary steps offline. This project will be conceived up and explored from t...
Journal of Advances in Mathematics and Computer Science
Increased online use and allowing users to engage with groups such as digital networking have con... more Increased online use and allowing users to engage with groups such as digital networking have contributed to the growth of hacking. Online abuse is a new type of harassment that has lately become more prevalent as online communities have grown in popularity. It tends to send messages which included defamatory claims or vocally harassing someone while in the internet group. Only if modern civilization recognizes harassment as it truly is, countless of hidden sufferers may continue to suffer. There have been several studies on cyber bullying, but none of them have been able to offer a solid remedy. By creating a model that can recognize and block bullying-related incoming and outgoing communications, we address this issue in our project. By employing supervised classification techniques on an open source dataset that has been carefully annotated, we hope to provide lexical baselines for this job. We have employed a logistic regression classifier for training and identifying instances ...
With the increased interest of enterprises in finding reliability of their systems to work under ... more With the increased interest of enterprises in finding reliability of their systems to work under different situations, resilience concept has got significant recognition. Reliability engineering is application of various principles, methods to make products work without any failure and in a cost efficient manner. Various parameters such as MTBF are used in calculating the failure rate of the system. The research is based on using pre trained model which uses API provided by the open AI. Open provides the API which is also used by chatgpt. Model responds to queries related to reliability of the system with help of a chatbot. Chatbot is an software application which mimics human like chats with the user. It is highly efficient and available which takes input in the form of text. The use of chatbot is increasing tremendously in various industries for various purposes. The popularity of Chat-GPT, which also uses the same Open AI API, has been rising dramatically in recent days. This AI-...
International Journal for Research in Applied Science and Engineering Technology
: Any fundamental discrete device or physical object in an electronic system that affects electro... more : Any fundamental discrete device or physical object in an electronic system that affects electrons or the fields around them is referred to as an electronic component. Electrical elements, which are conceptual, should not be confused with electronic components, the majority of which are industrial goods that are only available in a single form. Abstractions used to represent idealised electronic parts and components. There are numerous electrical terminals or leads on electronic components. To build an electronic circuit with a specific purpose (such as an amplifier, radio receiver, or oscillator), these leads link to other electrical components, frequently by wire. Basic electronic components can be integrated inside of discrete packages like semiconductor integrated circuits, hybrid integrated circuits, or thick film devices, as well as arrays or networks of similar components. The list of electrical components that follows concentrates on their discrete form and treats such bundles as independent components
Asian Journal of Engineering and Applied Technology
It is a very boring and laborious job providing observation security. In order to determine wheth... more It is a very boring and laborious job providing observation security. In order to determine whether the exercises that were caught were unusual or suspicious, a labour force is needed. Here, we’ll put together a structure to automate the task of reviewing video reconnaissance. We will regularly review the camera feed to look for any unusual activities like surprising or suspicious ones. and an automatic acknowledgment will be sent to the user with an alert email along with the suspicious frames and SMS to mobile number. Deep learning computations for deep reconnaissance have improved from earlier encounters. These developments have revealed a key pattern in thorough reconnaissance and promise a significant increase in efficacy. Deep observation is typically used for things like identifying evidence of burglary, finding violence, and recognising explosion potential. We will propose a spatio-temporal auto-encoder for this project that relies on a 3D convolutional brain structure. The...
International journal of advanced research, May 31, 2023
Smart Doctors Assistant System is an advanced and contactless method especially built to avoid lo... more Smart Doctors Assistant System is an advanced and contactless method especially built to avoid long wait-time in hospitals to book an appointment with the doctor. It aims to make the process of booking an appointment swift and hassle-free. Patients struggled a lot during the COVID-19 pandemic as they had to physically fill out the forms in the hospitals to schedule an appointment and then consult the doctor. This increased the chances of them being exposed to the virus. Patients who cannot fill out forms alone can do it without assistance using our system. Our proposed system uses face recognition and voice commands, thus making it effortless even for illiterates to schedule an appointment with the doctor. A time slot is allocated to the patient which is sent to his/her registered email address. The registered user can log in to our system at the scheduled time and directly consult the doctor.
Schizophrenia is a mental illness in which the people suffering from it misinterpret reality. It ... more Schizophrenia is a mental illness in which the people suffering from it misinterpret reality. It causes delusions or hallucinations which causes disruption in regular thinking. The patient sometimes has problems understanding whether what they are experiencing is actual reality or part of a hallucination. People with schizophrenia require treatment that spans their entire life. Timely treatment generally helps getting the symptoms under control prior to the development of serious complications and help improve long-term outlook. A number of mental disorder studies have been using Machine Learning approaches for examining Electroencephalography (EEG) data. Machine Learning Algorithms applied on reasonably large EEG datasets can help in faster diagnosis, early risk prevention, and possibly prevention of the disease. We will be making efficient use of Artificial Neural Networks (ANN) algorithm to train a prediction model. Previous results show that accuracy of neural networks algorithm...
A crucial task in any firm is the hiring of new personnel. Virtual interviews have replaced face-... more A crucial task in any firm is the hiring of new personnel. Virtual interviews have replaced face-to-face interviews as the norm since the Pandemic. Knowing the sincerity of the interviewee while applying to the company becomes a significant task in such a situation. The practice of manually comparing a candidate's face from many interview rounds to the actual candidate joining the organization is being used by interviewers. I want to automate this human process, using machine learning techniques to aid the interviewee's sincerity be established. Machine learning techniques will be used in this procedure to find and identify faces in pictures taken during the first round of interviews. Then compare it later to the real face that was photographed at the time of joining. If all of the visuals line up, it establishes the interviewee's sincerity. And if they don't match, management can take the necessary steps offline. This project will be conceived up and explored from t...
Journal of Advances in Mathematics and Computer Science
Increased online use and allowing users to engage with groups such as digital networking have con... more Increased online use and allowing users to engage with groups such as digital networking have contributed to the growth of hacking. Online abuse is a new type of harassment that has lately become more prevalent as online communities have grown in popularity. It tends to send messages which included defamatory claims or vocally harassing someone while in the internet group. Only if modern civilization recognizes harassment as it truly is, countless of hidden sufferers may continue to suffer. There have been several studies on cyber bullying, but none of them have been able to offer a solid remedy. By creating a model that can recognize and block bullying-related incoming and outgoing communications, we address this issue in our project. By employing supervised classification techniques on an open source dataset that has been carefully annotated, we hope to provide lexical baselines for this job. We have employed a logistic regression classifier for training and identifying instances ...
With the increased interest of enterprises in finding reliability of their systems to work under ... more With the increased interest of enterprises in finding reliability of their systems to work under different situations, resilience concept has got significant recognition. Reliability engineering is application of various principles, methods to make products work without any failure and in a cost efficient manner. Various parameters such as MTBF are used in calculating the failure rate of the system. The research is based on using pre trained model which uses API provided by the open AI. Open provides the API which is also used by chatgpt. Model responds to queries related to reliability of the system with help of a chatbot. Chatbot is an software application which mimics human like chats with the user. It is highly efficient and available which takes input in the form of text. The use of chatbot is increasing tremendously in various industries for various purposes. The popularity of Chat-GPT, which also uses the same Open AI API, has been rising dramatically in recent days. This AI-...
International Journal for Research in Applied Science and Engineering Technology
: Any fundamental discrete device or physical object in an electronic system that affects electro... more : Any fundamental discrete device or physical object in an electronic system that affects electrons or the fields around them is referred to as an electronic component. Electrical elements, which are conceptual, should not be confused with electronic components, the majority of which are industrial goods that are only available in a single form. Abstractions used to represent idealised electronic parts and components. There are numerous electrical terminals or leads on electronic components. To build an electronic circuit with a specific purpose (such as an amplifier, radio receiver, or oscillator), these leads link to other electrical components, frequently by wire. Basic electronic components can be integrated inside of discrete packages like semiconductor integrated circuits, hybrid integrated circuits, or thick film devices, as well as arrays or networks of similar components. The list of electrical components that follows concentrates on their discrete form and treats such bundles as independent components
Asian Journal of Engineering and Applied Technology
It is a very boring and laborious job providing observation security. In order to determine wheth... more It is a very boring and laborious job providing observation security. In order to determine whether the exercises that were caught were unusual or suspicious, a labour force is needed. Here, we’ll put together a structure to automate the task of reviewing video reconnaissance. We will regularly review the camera feed to look for any unusual activities like surprising or suspicious ones. and an automatic acknowledgment will be sent to the user with an alert email along with the suspicious frames and SMS to mobile number. Deep learning computations for deep reconnaissance have improved from earlier encounters. These developments have revealed a key pattern in thorough reconnaissance and promise a significant increase in efficacy. Deep observation is typically used for things like identifying evidence of burglary, finding violence, and recognising explosion potential. We will propose a spatio-temporal auto-encoder for this project that relies on a 3D convolutional brain structure. The...
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Papers by Sunil Bhutada