Mann Acharya

Machine Learning

Blog

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React.JS

5th January 2024

Publication

Real-time Indian Sign Language (ISL) Recognition

Released In: November 2023

We designed an Android application which uses image processing, segmentation, HMM and KNN models hosted on a server to translate the gestures and signs of Indian Sign Language used by a hearing- or speech-impaired person.

Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?

Released In: April 2022

We, analyse diffusion models and other generative models comparing their generation ability to humans by adapting the 'diversity vs. recognizability' scoring framework from Boutin et al, 2022 as well as comapre human category diagnostic features against those derived from diffusion models.

Projects

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Neural Network Trainer Library

Released In: September 2023