26 citations · 60 across the 16 of their papers we have counts for
16 papers
SmartFlow Reinforcement Learning and Agentic AI for Bike-Sharing Optimisation
Aditya Sreevatsa K, Arun Kumar Raveendran, Jesrael K Mani +4
SmartFlow is a multi-layered framework that integrates Reinforcement Learning and Agentic AI to address the dynamic rebalancing problem in urban bike-sharing services. Its architec…
Forecasting Electric Vehicle Battery Output Voltage: A Predictive Modeling Approach
Narayana Darapaneni, Ashish K, Ullas M S +1
The battery management system plays a vital role in ensuring the safety and dependability of electric and hybrid vehicles. It is responsible for various functions, including state…
A Novel Bi-LSTM And Transformer Architecture For Generating Tabla Music
Roopa Mayya, Vivekanand Venkataraman, Anwesh P R +1
Introduction: Music generation is a complex task that has received significant attention in recent years, and deep learning techniques have shown promising results in this field. O…
Music Recommendation Based on Facial Emotion Recognition
Rajesh B, Keerthana V, Narayana Darapaneni +1
Introduction: Music provides an incredible avenue for individuals to express their thoughts and emotions, while also serving as a delightful mode of entertainment for enthusiasts a…
Prediction of COVID-19 using chest X-ray images
Narayana Darapaneni, Suma Maram, Harpreet Singh +4
COVID-19, also known as Novel Coronavirus Disease, is a highly contagious disease that first surfaced in China in late 2019. SARS-CoV-2 is a coronavirus that belongs to the vast fa…
Matching Writers to Content Writing Tasks
Narayana Darapaneni, Chandrashekhar Bhakuni, Ujjval Bhatt +4
Businesses need content. In various forms and formats and for varied purposes. In fact, the content marketing industry is set to be worth $412.88 billion by the end of 2021. Howeve…
LSTM-RASA Based Agri Farm Assistant for Farmers
Narayana Darapaneni, Selvakumar Raj, Raghul V +3
The application of Deep Learning and Natural Language based ChatBots are growing rapidly in recent years. They are used in many fields like customer support, reservation system and…
Farmer-Bot: An Interactive Bot for Farmers
Narayana Darapaneni, Rajiv Tiwari, Anwesh Reddy Paduri +3
The Indian Agricultural sector generates huge employment accounting for over 54% of countrys workforce. Its overall stand in GDP is close to 14%. However, this sector has been plag…
Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets
Narayana Darapaneni, Anwesh Reddy Paduri, Himank Sharma +5
Stock market prediction has been an active area of research for a considerable period. Arrival of computing, followed by Machine Learning has upgraded the speed of research as well…
Pneumonia Detection in Chest X-Rays using Neural Networks
Narayana Darapaneni, Ashish Ranjan, Dany Bright +4
With the advancement in AI, deep learning techniques are widely used to design robust classification models in several areas such as medical diagnosis tasks in which it achieves go…
Detection of Distracted Driver using Convolution Neural Network
Narayana Darapaneni, Jai Arora, MoniShankar Hazra +4
With over 50 million car sales annually and over 1.3 million deaths every year due to motor accidents we have chosen this space. India accounts for 11 per cent of global death in r…
Implementing a Real-Time, YOLOv5 based Social Distancing Measuring System for Covid-19
Narayana Darapaneni, Shrawan Kumar, Selvarangan Krishnan +4
The purpose of this work is, to provide a YOLOv5 deep learning-based social distance monitoring framework using an overhead view perspective. In addition, we have developed a custo…
Contextual Attention Mechanism, SRGAN Based Inpainting System for Eliminating Interruptions from Images
Narayana Darapaneni, Vaibhav Kherde, Kameswara Rao +5
The new alternative is to use deep learning to inpaint any image by utilizing image classification and computer vision techniques. In general, image inpainting is a task of recreat…
Banana Sub-Family Classification and Quality Prediction using Computer Vision
Narayana Darapaneni, Arjun Tanndalam, Mohit Gupta +5
India is the second largest producer of fruits and vegetables in the world, and one of the largest consumers of fruits like Banana, Papaya and Mangoes through retail and ecommerce…
Detecting key Soccer match events to create highlights using Computer Vision
Narayana Darapaneni, Prashant Kumar, Nikhil Malhotra +5
The research and data science community has been fascinated with the development of automatic systems for the detection of key events in a video. Special attention in this field is…
Building a Question and Answer System for News Domain
Sandipan Basu, Aravind Gaddala, Pooja Chetan +4
This project attempts to build a Question- Answering system in the News Domain, where Passages will be News articles, and anyone can ask a Question against it. We have built a span…