Age and Gender Prediction using Deep CNNs and Transfer Learning

no code implementations • 25 Oct 2021 • Vikas Sheoran, Shreyansh Joshi, Tanisha R. Bhayani

Specifically, this paper focuses on age estimation, age classification and gender classification from still facial images of an individual.

Age Classification Age Estimation +3

ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease

no code implementations • 25 Oct 2021 • Yash Kumar, Piyush Maheshwari, Shreyansh Joshi, Veeky Baths

Confusion matrices and feature importance graphs have been plotted model-wise to compare the performances of our models.

Binary Classification Feature Importance

Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field

no code implementations • 24 Oct 2021 • Mahak Kothari, Shreyansh Joshi, Adarsh Nandanwar, Aadetya Jaiswal, Veeky Baths

In this paper, we focus on this very problem of estimating a person's auditory attention level based on their brain's electrical activity captured using 14-channeled EEG signals.

EEG Time Series +1

Deep Neural Networks on EEG signals to predict Attention Score using Gramian Angular Difference Field

no code implementations • 29 Sep 2021 • Mahak Kothari, Shreyansh Joshi, Adarsh Nandanwar, Veeky Baths

In this paper, we focus on this very problem of estimating a person's auditory attention level based on their brain's electrical activity captured using 14-channeled EEG signals.

EEG Time Series Analysis