Vijay Gujar | Dr Batu (original) (raw)

Papers by Vijay Gujar

International Journal of Computer Applications in Technology

International Journal of Engineering and Advanced Technology, 2020

Now days, Big data applications are having most of the importance and space in industry and resea... more Now days, Big data applications are having most of the importance and space in industry and research area. Surveillance videos are a major contribution to unstructured big data. The main objective of this paper is to give brief about video analysis using deep learning techniques in order to detect suspicious activities. Our main focus is on applications of deep learning techniques in detection the count, no of involved persons and the activity going on in a crowd considering all conditions [9]. This video analysis helps us to achieve security. Security can be defined in different terms like identification of theft, detecting violence etc. Suspicious Human Activity Detection is simply the process of detection of unusual (abnormal)l human activities . For this we need to convert the video into frames and processing these frames helps us to analyze the persons and their activities. There are two modules in this system first one Object Detection Module and Second one is Activity Detecti...

International journal of biomedical research, 2016

Aim and Objective: The present study was designed to assess antidiabetic, hypolipidimic, antioxid... more Aim and Objective: The present study was designed to assess antidiabetic, hypolipidimic, antioxidant and histopathological effects of hydroalcoholic extract of Hibiscus rosa-sinensis (EHBS) root on alloxan-induced diabetes in rats. Materials and Methods: Study was conducted on six groups with six wistar rats in each group for the period of 4 weeks. Group I: served as normal control (NC), rats administered with gum acacia 1 ml daily, group II: consider as diabetic control (DC) treated with alloxon 150 mg/kg body wt. Whereas Hibiscus rosa-sinensis roots extract was given orally in group III (DE1), group IV (DE2), group V (DE3) at doses of 50, 100 and 200 mg/kg body weight dissolved in distilled water respectively. Group VI (DG) was given glibenclamide (5 mg/kg) as a standard drug and results were compared in reference to it.Results: Administration of root extract for 28 days resulted in significant decreased in the levels of blood glucose, plasma lipids but increases in HDL levels, al...

International Journal of Biomedical and Advance Research, 2017

Aim and Objective: Aim of the present research was to evaluate various biological activities of H... more Aim and Objective: Aim of the present research was to evaluate various biological activities of Hibiscus Rosa Sinensis flower extract in alloxan induced diabetes in rabbits. Materials and Methods: Albino rabbits of either sex weighing between 1.5 to 2.5 kg were chosen for the study and divided into 6 groups of 6 animals each. The hydroalcoholic extract of Hibiscus Rosa Sinensis flowers (HEFHR) was used as test extract. Glibenclamide was administered as drug for comparison. Diabetes was induced by alloxan (150 mg/kg body weight). Group I served as normal control and group II as diabetic control. Group III, IV, V received HEFHR in the doses of 50, 100, 200 mg/kg orally respectively whereas group VI received glibenclamide 5mg/kg body weight for a period of 72 hrs. Results: HEFHR was found to be more effective in antidiabetic activity than glibenclamide, as flower extract produced a gradual fall in blood sugar level in 72 hour whereas glibenclamide has shown sudden fall in blood sugar l...

Drug Research, 2017

Aim and Objective The current study sought to investigate antidiabetic, hypolipidimic, antioxidan... more Aim and Objective The current study sought to investigate antidiabetic, hypolipidimic, antioxidant and histopathological effects of floral extract of Hibiscus rosa sinensis in Alloxan induced Diabetes in rats. Materials and Methods Study was conducted on 6 groups with 6 wistar rats in each group for the period of 4 weeks. Group I: served as normal control (NC), rats administered with gum acacia 1 ml daily, group II: consider as diabetic control (DC) treated with alloxon 150 mg/kg body wt. Whereas Hibiscus rosa-sinensis flower extract was given orally in group III (DE1), group IV (DE2), group V (DE3) at doses of 50, 100 and 200 mg/kg body weight dissolved in distilled water respectively. Group VI (DG) was given glibenclamide (5 mg/kg) as a standard drug and results were compared in reference to it. Results The results indicate that the test compound HEFHR (Hydroalcoholic extract of flower Hibiscus rosa-sinensis) has significant and sustained oral antidiabetic activity, comparable wit...

International Journal of Innovative Technology and Exploring Engineering, 2020

The goal of this paper is to advance intelligent transportation program through the creation of a... more The goal of this paper is to advance intelligent transportation program through the creation of a data collection system, a Convolutional Neural Network (CNN) model for intelligent transportation, and a simulator to test the trained CNN model. The data collection system collects data from a vehicle- steering wheel angle, speed, and images of the road from three separate angles at the time of the data collection. A CNN model is then trained with the collected data. The trained CNN model is then tested on a simulator to evaluate its effectiveness.

International Journal of Computer Applications in Technology

International Journal of Engineering and Advanced Technology, 2020

Now days, Big data applications are having most of the importance and space in industry and resea... more Now days, Big data applications are having most of the importance and space in industry and research area. Surveillance videos are a major contribution to unstructured big data. The main objective of this paper is to give brief about video analysis using deep learning techniques in order to detect suspicious activities. Our main focus is on applications of deep learning techniques in detection the count, no of involved persons and the activity going on in a crowd considering all conditions [9]. This video analysis helps us to achieve security. Security can be defined in different terms like identification of theft, detecting violence etc. Suspicious Human Activity Detection is simply the process of detection of unusual (abnormal)l human activities . For this we need to convert the video into frames and processing these frames helps us to analyze the persons and their activities. There are two modules in this system first one Object Detection Module and Second one is Activity Detecti...

International journal of biomedical research, 2016

Aim and Objective: The present study was designed to assess antidiabetic, hypolipidimic, antioxid... more Aim and Objective: The present study was designed to assess antidiabetic, hypolipidimic, antioxidant and histopathological effects of hydroalcoholic extract of Hibiscus rosa-sinensis (EHBS) root on alloxan-induced diabetes in rats. Materials and Methods: Study was conducted on six groups with six wistar rats in each group for the period of 4 weeks. Group I: served as normal control (NC), rats administered with gum acacia 1 ml daily, group II: consider as diabetic control (DC) treated with alloxon 150 mg/kg body wt. Whereas Hibiscus rosa-sinensis roots extract was given orally in group III (DE1), group IV (DE2), group V (DE3) at doses of 50, 100 and 200 mg/kg body weight dissolved in distilled water respectively. Group VI (DG) was given glibenclamide (5 mg/kg) as a standard drug and results were compared in reference to it.Results: Administration of root extract for 28 days resulted in significant decreased in the levels of blood glucose, plasma lipids but increases in HDL levels, al...

International Journal of Biomedical and Advance Research, 2017

Aim and Objective: Aim of the present research was to evaluate various biological activities of H... more Aim and Objective: Aim of the present research was to evaluate various biological activities of Hibiscus Rosa Sinensis flower extract in alloxan induced diabetes in rabbits. Materials and Methods: Albino rabbits of either sex weighing between 1.5 to 2.5 kg were chosen for the study and divided into 6 groups of 6 animals each. The hydroalcoholic extract of Hibiscus Rosa Sinensis flowers (HEFHR) was used as test extract. Glibenclamide was administered as drug for comparison. Diabetes was induced by alloxan (150 mg/kg body weight). Group I served as normal control and group II as diabetic control. Group III, IV, V received HEFHR in the doses of 50, 100, 200 mg/kg orally respectively whereas group VI received glibenclamide 5mg/kg body weight for a period of 72 hrs. Results: HEFHR was found to be more effective in antidiabetic activity than glibenclamide, as flower extract produced a gradual fall in blood sugar level in 72 hour whereas glibenclamide has shown sudden fall in blood sugar l...

Drug Research, 2017

Aim and Objective The current study sought to investigate antidiabetic, hypolipidimic, antioxidan... more Aim and Objective The current study sought to investigate antidiabetic, hypolipidimic, antioxidant and histopathological effects of floral extract of Hibiscus rosa sinensis in Alloxan induced Diabetes in rats. Materials and Methods Study was conducted on 6 groups with 6 wistar rats in each group for the period of 4 weeks. Group I: served as normal control (NC), rats administered with gum acacia 1 ml daily, group II: consider as diabetic control (DC) treated with alloxon 150 mg/kg body wt. Whereas Hibiscus rosa-sinensis flower extract was given orally in group III (DE1), group IV (DE2), group V (DE3) at doses of 50, 100 and 200 mg/kg body weight dissolved in distilled water respectively. Group VI (DG) was given glibenclamide (5 mg/kg) as a standard drug and results were compared in reference to it. Results The results indicate that the test compound HEFHR (Hydroalcoholic extract of flower Hibiscus rosa-sinensis) has significant and sustained oral antidiabetic activity, comparable wit...

International Journal of Innovative Technology and Exploring Engineering, 2020

The goal of this paper is to advance intelligent transportation program through the creation of a... more The goal of this paper is to advance intelligent transportation program through the creation of a data collection system, a Convolutional Neural Network (CNN) model for intelligent transportation, and a simulator to test the trained CNN model. The data collection system collects data from a vehicle- steering wheel angle, speed, and images of the road from three separate angles at the time of the data collection. A CNN model is then trained with the collected data. The trained CNN model is then tested on a simulator to evaluate its effectiveness.