2 code implementations • 2 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.
Ranked #1 on Galaxy emergent property recreation on SDSS Galaxies
no code implementations • 17 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
no code implementations • 4 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.
no code implementations • 10 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.
1 code implementation • 1 Oct 2020 • Michael J. Smith, Nikhil Arora, Connor Stone, Stéphane Courteau, James E. Geach
In perspective, Pix2Prof would take under an hour to infer profiles for $10^5$ galaxies on a single NVIDIA DGX-2 system.