Search Results for author: Narayana Darapaneni

Found 14 papers, 1 papers with code

Creating an Optimal Portfolio of Crops Using Price Forecasting to Increase ROI for Indian Farmers

no code implementations24 Oct 2022 Akshai Gaddam, Sravan Malla, Sandhya Dasari, Narayana Darapaneni, Mukesh Kumar Shukla

The Indian agricultural sector being in a constant phase of upgradation, has been on the road to modernization for the last couple of years.

Prediction of COVID-19 using chest X-ray images

1 code implementation8 Apr 2022 Narayana Darapaneni, Suma Maram, Harpreet Singh, Syed Subhani, Mandeep Kour, Sathish Nagam, Anwesh Reddy Paduri

COVID-19, also known as Novel Coronavirus Disease, is a highly contagious disease that first surfaced in China in late 2019.

LSTM-RASA Based Agri Farm Assistant for Farmers

no code implementations7 Apr 2022 Narayana Darapaneni, Selvakumar Raj, Raghul V, Venkatesh Sivaraman, Sunil Mohan, Anwesh Reddy Paduri

The Enterprises are using such ChatBots to serve their customers in a better and efficient manner.

Chatbot

Pneumonia Detection in Chest X-Rays using Neural Networks

no code implementations7 Apr 2022 Narayana Darapaneni, Ashish Ranjan, Dany Bright, Devendra Trivedi, Ketul Kumar, Vivek Kumar, Anwesh Reddy Paduri

The RSNA benchmark MAP score is 0. 25, but using the Mask RCNN model on a stratified sample of 3017 along with image augmentation gave a MAP score of 0. 15.

Image Augmentation Medical Diagnosis +3

Detection of Distracted Driver using Convolution Neural Network

no code implementations7 Apr 2022 Narayana Darapaneni, Jai Arora, MoniShankar Hazra, Naman Vig, Simrandeep Singh Gandhi, Saurabh Gupta, Anwesh Reddy Paduri

With over 50 million car sales annually and over 1. 3 million deaths every year due to motor accidents we have chosen this space.

Implementing a Real-Time, YOLOv5 based Social Distancing Measuring System for Covid-19

no code implementations7 Apr 2022 Narayana Darapaneni, Shrawan Kumar, Selvarangan Krishnan, Hemalatha K, Arunkumar Rajagopal, Nagendra, Anwesh Reddy Paduri

The purpose of this work is, to provide a YOLOv5 deep learning-based social distance monitoring framework using an overhead view perspective.

Transfer Learning

Farmer-Bot: An Interactive Bot for Farmers

no code implementations7 Apr 2022 Narayana Darapaneni, Rajiv Tiwari, Anwesh Reddy Paduri, Suman Saurav, Rohit Chaoji, Sohil

Like other sectors, the Indian Agricultural sector has seen rapid digitization with use of technology and Kisan Call Center (KCC) is one such example.

Semantic Similarity Semantic Textual Similarity

Banana Sub-Family Classification and Quality Prediction using Computer Vision

no code implementations6 Apr 2022 Narayana Darapaneni, Arjun Tanndalam, Mohit Gupta, Neeta Taneja, Prabu Purushothaman, Swati Eswar, Anwesh Reddy Paduri, Thangaselvi Arichandrapandian

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 giants like BigBasket, Grofers and Amazon Fresh.

Classification Data Augmentation +3

Detecting key Soccer match events to create highlights using Computer Vision

no code implementations6 Apr 2022 Narayana Darapaneni, Prashant Kumar, Nikhil Malhotra, Vigneswaran Sundaramurthy, Abhaya Thakur, Shivam Chauhan, Krishna Chaitanya Thangeda, Anwesh Reddy Paduri

The research and data science community has been fascinated with the development of automatic systems for the detection of key events in a video.

Building a Question and Answer System for News Domain

no code implementations12 May 2021 Sandipan Basu, Aravind Gaddala, Pooja Chetan, Garima Tiwari, Narayana Darapaneni, Sadwik Parvathaneni, Anwesh Reddy Paduri

We have built a span-based model using an Attention mechanism, where the model predicts the answer to a question as to the position of the start and end tokens in a paragraph.

Question Answering Sentence +1

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