Search Results for author: Parth Nagarkar

Found 6 papers, 0 papers with code

Experimental Analysis of Machine Learning Techniques for Finding Search Radius in Locality Sensitive Hashing

no code implementations16 Nov 2022 Omid Jafari, Parth Nagarkar

One of the most time-consuming processes in LSH is to find the neighboring points in the projected spaces.

Deep Learning Driven Natural Languages Text to SQL Query Conversion: A Survey

no code implementations8 Aug 2022 Ayush Kumar, Parth Nagarkar, Prabhav Nalhe, Sanjeev Vijayakumar

Even if numerous deep learning-based algorithms are proposed or studied, there still is very challenging to have a generic model to solve the data query issues using natural language in a real-work scenario.

Decision Making Text-To-SQL

A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems

no code implementations10 May 2021 Nada Ibrahim, Preeti Maurya, Omid Jafari, Parth Nagarkar

Video analytics systems perform automatic events, movements, and actions recognition in a video and make it possible to execute queries on the video.

object-detection Object Detection

A Survey on Locality Sensitive Hashing Algorithms and their Applications

no code implementations17 Feb 2021 Omid Jafari, Preeti Maurya, Parth Nagarkar, Khandker Mushfiqul Islam, Chidambaram Crushev

Locality Sensitive Hashing (LSH) is one of the most popular techniques for finding approximate nearest neighbor searches in high-dimensional spaces.

Databases H.2.4

Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries

no code implementations15 Dec 2019 Omid Jafari, Parth Nagarkar, Jonathan Montaño

Locality Sensitive Hashing is one of the most popular approximate processing techniques for finding similar points in high-dimensional spaces.

Retrieval

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