Search Results for author: Sunil Patel

Found 3 papers, 0 papers with code

A study of traits that affect learnability in GANs

no code implementations27 Nov 2020 Niladri Shekhar Dutt, Sunil Patel

Generative Adversarial Networks GANs are algorithmic architectures that use two neural networks, pitting one against the opposite so as to come up with new, synthetic instances of data that can pass for real data.

Fast, Self Supervised, Fully Convolutional Color Normalization of H&E Stained Images

no code implementations30 Nov 2020 Abhijeet Patil, Mohd. Talha, Aniket Bhatia, Nikhil Cherian Kurian, Sammed Mangale, Sunil Patel, Amit Sethi

Performance of deep learning algorithms decreases drastically if the data distributions of the training and testing sets are different.

Color Normalization

Machine Learning Techniques to Identify Hand Gestures amidst Forearm Muscle Signals

no code implementations15 Jan 2024 Ryan Cho, Sunil Patel, Kyu Taek Cho, Jaejin Hwang

This study investigated the use of forearm EMG data for distinguishing eight hand gestures, employing the Neural Network and Random Forest algorithms on data from ten participants.

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