Jagruti wagh - Academia.edu (original) (raw)

Papers by Jagruti wagh

Indian Scientific Journal Of Research In Engineering And Management, May 16, 2024

This paper presents a novel approach for classifying geographical areas in satellite imagery usin... more This paper presents a novel approach for classifying geographical areas in satellite imagery using a modified Convolutional Neural Network (CNN) architecture.The architecture enhances feature extraction and classification accuracy by combining specialized layers like fully connected, pooling, and conventional layers. Our modified CNN performs better at accurately classifying a variety of geographic locations, according to our testing results. By efficiently capturing and analyzing complex spatial patterns, the use of customized layers enhances classification results in satellite-based geographical area classification.

Journal of emerging technologies and innovative research, Apr 1, 2020

The proposed work is inventedFace (facial) recognition is the identification of humans based real... more The proposed work is inventedFace (facial) recognition is the identification of humans based real time surveillanceframework. Implementationis resolved existing security problem. In existing work, different security and surveillance mechanism used. These techniques are insufficient to give noble solution over critical surveillance needs. So there was need of such technique which gives strong solution over physical level security by using face identification as well as age , gender identification. All these categories will definitely increase security factors make our system more reliable. In advance we had considered age, gender and emotional characteristics in real time facial expressions. Our approach is fully depends on machine learning and python libraries which great deals with accuracy problem in real time applications. The big challenge will come while working with real time face images for correctly estimating facial features.

International Journal for Research in Applied Science and Engineering Technology, Nov 30, 2022

As we know that Health is a very important factor for humans. In order to maintain good health an... more As we know that Health is a very important factor for humans. In order to maintain good health and to be able to overcome diseases it is essential to have a good healthcare system. Coronavirus outbreaks have put more emphasis on health care these days. A remote monitoring system based on IOT seems to be the better solution for pandemic such as Coronavirus. Taking advantage of the new revolution of the internet that is Internet of Things, which is an expanding research area, especially in the healthcare industry. The objective of this system is to monitor health care remotely from wherever you wish.

Journal of critical reviews, 2020

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

Shared lending (P2P lending) have turned into a predominant elective supporting course for people... more Shared lending (P2P lending) have turned into a predominant elective supporting course for people and independent ventures with close to nothing or poor record of loan repayment. These financial technology items are strongly disrupting the way lending works and along these lines testing the strength of formal banking and monetary foundations. Blockchain 2.0, has a few fundamental elements for example, smart contracts, public and private layers and so forth that can improve P2P lending process by making the whole interaction more consistent, reducing handling time, lowering or in any event, wiping out middle monetary mediators and so forth. A Blockchain upheld framework is proposed in this paper by investigating the utilization of Blockchain 2.0 features in the P2P lending context , for example, in the job of data stream, advanced contracting, stage execution also, interface, risk the executives, systematization and guideline of P2P markets and so forth. While blockchain does not act...

International Journal for Research in Applied Science and Engineering Technology, 2019

Smart mobiles are essential devices in our life today. Various Applications on the device can be ... more Smart mobiles are essential devices in our life today. Various Applications on the device can be accessed with it. Moreover, if the mobile device is unlocked, it is also easy for sophisticated attackers to steal the owners sensitive information, such as identity, account and phone calls to overcome from this drawback we are giving security for android application using graphical password. In this paper we are representing graphical security to mobile applications by giving grid of images which are changing randomly at every login phase. Not only added the random graphic pattern authentication method indeed increase the personal secret information being stolen difficulty and complexity, it provides more security level than the traditional graphic pattern authentication in keypad lock screen as well. I.

International Journal For Science Technology And Engineering, 2017

In proposed system we are developing the Android App for healthcare system which will help to aut... more In proposed system we are developing the Android App for healthcare system which will help to automate all the manual work. The purpose of this system is, using android app Doctor can register the patient and if patient is already registered then Doctor can see the patient’s medical history. All the information will be served to device from cloud and will be saved on cloud. After processing on data, this data is stored in data warehouse. This will be helpful for medical analysis.

International Journal of Advanced Research in Science, Communication and Technology

Diabetes Mellitus, commonly known as Diabetes, is a caused due to high range of sugar in the huma... more Diabetes Mellitus, commonly known as Diabetes, is a caused due to high range of sugar in the human body. After a period of time diabetes will lead to a deficiency in eye called as Diabetes Retinopathy. The major symptoms of this disorder are bulging of blood vessels, small lesions and other eye related eyes. Diabetic Retinopathy is a complication that affect the eye due to the result of high blood glucose called diabetes. It can cause vision loss and in severe condition can lead to complete blindness. Early symptoms of diabetic retinopathy include blurred vision, darker areas of vision, eye floaters and difficulty in perceiving colors. Proper detection of diabetic retinopathy in early stage is extremely important to prevent complete blindness. Of an estimated 285 million people with diabetes mellitus worldwide, approximately one third have signs of diabetic retinopathy. The idea of our project is to analyze the severity level of the diabetes retinopathy using three different trainin...