Search Results for author: Nikhil Arora

Found 5 papers, 2 papers with code

Realistic galaxy image simulation via score-based generative models

2 code implementations2 Nov 2021 Michael J. Smith, James E. Geach, Ryan A. Jackson, Nikhil Arora, Connor Stone, Stéphane Courteau

We show that a Denoising Diffusion Probabalistic Model (DDPM), a class of score-based generative model, can be used to produce realistic mock images that mimic observations of galaxies.

Denoising Galaxy emergent property recreation +1

STRIDE : Scene Text Recognition In-Device

no code implementations17 May 2021 Rachit S Munjal, Arun D Prabhu, Nikhil Arora, Sukumar Moharana, Gopi Ramena

We deploy the system on-device with an inference speed of 2. 44 ms per word on the Exynos 990 chipset device and achieve an accuracy of 88. 4\% on ICDAR-13 dataset.

Optical Character Recognition Optical Character Recognition (OCR) +1

On-Device Sentence Similarity for SMS Dataset

no code implementations4 Dec 2020 Arun D Prabhu, Nikhil Arora, Shubham Vatsal, Gopi Ramena, Sukumar Moharana, Naresh Purre

Determining the sentence similarity between Short Message Service (SMS) texts/sentences plays a significant role in mobile device industry.

Keyword Extraction POS +4

On-Device Language Identification of Text in Images using Diacritic Characters

no code implementations10 Nov 2020 Shubham Vatsal, Nikhil Arora, Gopi Ramena, Sukumar Moharana, Dhruval Jain, Naresh Purre, Rachit S Munjal

In this proposed work, we aim to identify language of text in images using the presence of diacritic characters in order to improve Optical Character Recognition (OCR) performance in any given automated environment.

Language Identification object-detection +3

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