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Automatic classification of diabetic retinopathy using Convolution Neural Network

Diabetic eye disease is a complexity that affects people having diabetes for a longer time. By affecting the blood vessels it can cause blurry vision or even blindness to the patients. Thus, detecting eye disease at an early stage can help many diabetic patients to get the required treatment and intern increases the survival rate. In the proposed system, the CNN algorithm of machine learning is used to detect diabetic eye disease by using thermal images. These images are pre-processed by converting them from RGB to GRAY based on which the required features are extracted. To detect diabetic retinopathy, here the Convolutional Neural Network is used to classify 5 stages of the diseased eye.

Published by: Pooja Pimpalshende, Rahul Bhandekar

Author: Pooja Pimpalshende

Paper ID: V7I4-1445

Paper Status: published

Published: July 20, 2021

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Research Paper

Automatic solar tracking and cleaning system

Solar energy is the most abundant source of energy for all the forms of life on the planet Earth. But the solar technology has not developed to the extent of the conventional sources of energy. It faces lots of challenges such as high cost, erratic and unpredictable in nature, need for storage and low efficiency. This project aims at increasing the efficiency of solar panel which leads to increase in overall plant efficiency. This is the purposes to develop the “Solar Tracking and Cleaning System”. The Solar Tracking System is a power generating method from sunlight. This method of power generation is simple and is taken from natural resource. This needs only maximum sunlight to generate power. This project helps for power generation by setting the equipment to get maximum sunlight automatically. This system is tracking for maximum intensity of light. When there is decrease in intensity of light, this system automatically changes its direction to get maximum intensity of light. The cleaning system is using to remove the accumulated dust on its surface on a regular basis and maintain the solar panel output the system is robotic system which could have the nozzle from which the water is sprinkle on the panel and thus the panel get clean. This project also aims to reduce human involvement in the process of solar panel rotating and cleaning.

Published by: Rishikesh Sahebrao Dawange, Pavan Rajendra Shelar, Hemant Shamnath Khare, Vishal Kisan Deore

Author: Rishikesh Sahebrao Dawange

Paper ID: V7I4-1411

Paper Status: published

Published: July 19, 2021

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Research Paper

Cost-effective social distance maintenance in primary schools

During the СОVID-19 раndemiс, teсhnоlоgiсаl sоlutiоns аre сritiсаl keeр оur сities funсtiоnаl, аnd truly the lоng-lаsting imрасts оf engаging teсhnоlоgies оn urbаn аreаs mаy оссur beyоnd СОVID-19. This Reseаrсh Tорiс аims tо reseаrсh the sustаinаbility, tоlerаbility аnd reliаbility оf IоT sоlutiоns in resроnse tо the СОVID-19 раndemiс. In Indiа, mоst оf the eduсаtiоnаl institutiоns shut dоwn аt the beginning оf Mаrсh 2020. Сhildren аnd раrents hаd thоught thаt sсhооls wоuld орen uр аfter twо оr three mоnths. But аfter оne yeаr, the sсhооls remаin сlоsed. Аlsо, sоme sсhооls thаt did орen аre being рооrly аffeсted by the seсоnd wаve оf соvid sрreаd. Аn аutоmаtiс hаnd sаnitizer disрensing mасhine is аutоmаted, nоn-соntасt hаnd sаnitizer disрenser, whiсh finds its use in hоsрitаls, wоrk рlасes, оffiсes, sсhооls аnd fаr mоre. Sаnitizer is essentiаlly а sоlvent, аnd аlsо а reаlly gооd disinfeсtаnt in соmраrisоn tо sоар оr sоlid sоар, аlsо it dоesdon't need wаter tо sсrub оff sinсe it is vоlаtile аnd vароrizes instаntly аfter аррliсаtiоn tо hаnds. We аre аlsо inсluded sосiаl distаnсing in оur рrороsed system by using ultrаsоniс sensоr whiсh indiсаtes the distаnсe between the students аnd system sо thаt соntасtless envirоnment саn be сreаted in оrder tо аvоid sрreаding оf Соvid-19. The effeсtiveness оf the рrороsed аррrоасh in terms оf reliаbility, соst is meаsured аnd рresented in this рарer.

Published by: Joicy Castilino, Vandana C. P., Harshitha Sundarvelu, Helen Hephzibah, Simran Fathima

Author: Joicy Castilino

Paper ID: V7I4-1402

Paper Status: published

Published: July 19, 2021

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Research Paper

Study showing the relationship between online food delivery platforms and revenue earned by restaurants in Mumbai.

Online orders and doorstep delivery are one of the most significant developments in India in recent times. The customers are fortunate to select any food item of their choice from any of the listed restaurants at whatever time to any place. The main objective of this study is to collect information about online food platform and how it influences the revenue earned by restaurants in Mumbai. The data will be collected through the questionnaire distributed to 114 restaurants and 100 customers across Mumbai City who are using online food delivery platforms. Also, interviews will be conducted with the managers to know to analyze the cost and benefits of using an online delivery platform. Also, secondary sources of information like journals and research articles will be used for the purpose of the research. Data will be analyzed using SPSS Package, etc and the conclusion will be based on analyzed data.

Published by: Prachi Malgaonkar, Ayudha Raul

Author: Prachi Malgaonkar

Paper ID: V7I4-1433

Paper Status: published

Published: July 19, 2021

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Research Paper

CARKART: A Machine Learning and Augmented Reality application to ease car retailing

CarKart is a user-friendly futuristic android application with Machine Learning and Augmented reality capabilities. It enables the user to upload the image of the car which can be processed to detect the foremost probable car. The machine learning model is trained on the Stanford car dataset containing 196 classes of cars. Hence, this problem is categorized as a multi-label classification problem. Additionally, the users are going to be able to view various models of cars available within the market alongside their specifications and video feed, Fetch a list of nearby showrooms and repair centers, set service reminders, provide their feedback, survey on used cars, check their availability and costs, be able to contact car dealers, thereby introducing the concept of retail. The app also displays the live-size 3D prototype of certain selected car models using Augmented Reality. So, the user can consider all the essential factors before arriving at an informed decision as per their requirement.

Published by: Mrunalini M., Kasthuri C. M., Pranjal Sharma, Gururaj S. P.

Author: Mrunalini M.

Paper ID: V7I4-1407

Paper Status: published

Published: July 19, 2021

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Research Paper

Facial emotion recognition and detection

Face and Emotion recognition presents a challenging problem in the field of image analysis and computer vision. The security of information is becoming very significant and difficult. Security cameras are presently common in airports, offices, universities, ATMs, and banks, and in any locations with a security system. Face recognition is a biometric system used to identify or verify a person from a digital image. The Face recognition system should be automatically able to detect a face and its emotions. This system would be able to perform for multiple people at a time.

Published by: Pranav S., Praveen C., Niveditha C. B., Asha Rani Borah

Author: Pranav S.

Paper ID: V7I4-1385

Paper Status: published

Published: July 19, 2021

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