arundasan91

DeXpression

TFLearn Implementation of DeXpression architecture. Batch normalization is used instead of LRN. Gives a precision of 99.3 percent, recall of 99.2 percent and f1-score of 99.2 percent on CKPlus Dataset for human emotion recognition from frontal facial images.

Macular-Degeneration

Age-Related Macular Degeneration (AMD) Research using AREDS dataset provided by National Institute of Health (NIH).

Machine-Learning

C++ and Python Codes from my projects

Linux-Essentials

IPMI, Server Administration, package installation scripts and much more.

self-supervised-temporal-learning

Code repository for "Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders" AAAI 2021

ScSTA_tutorial

Single-cell Spatial Transcriptomics Analysis Tutorial - IEEE BHI 2023

adv-ai-ml-research

Course Lectures and Code for IS7033 Topics in Advanced AI/ML Research, Fall 2020, UT San Antonio.

DeXpression_Keras

Keras implementation of DeXpression architecture mentioned in this paper: https://arxiv.org/abs/1509.05371

IS7033

PhD Seminar Course on advanced Artificial Intelligence algorithms by Dr. Paul Rad @ UT San Antonio.

AIandDataScienceWorkshopwithPython

deeplearning-helper-functions-PyTorch

Compiling a list of all the helper functions I've written for Pytorch

MPI---Message-Passing-Interface

MPI for Python tutorials.

pytorch-beginner

pytorch tutorial for beginners

academic-kickstart

WIP: Personal Website

adversarial-machine-learning

A repository to host papers, reviews and code for adversarial machine learning research.

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

arundasan91

arundasan91.github.io

Academic website based on adacemicpages template

attend2u

🖼️ Attend to You: Personalized Image Captioning with Context Sequence Memory Networks. In CVPR, 2017. Expanded : Towards Personalized Image Captioning via Multimodal Memory Networks. In IEEE TPAMI, 2018.

cavaface

:beers: :rocket: :city_sunset: face recognition training project(pytorch)

cc-snapshot

CC-Ubuntu16.04

Code for generating the Chameleon CC-Ubuntu16.04 image

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

napari-spatial-gpt

oci_slurm

Automate slurm jobs to deep learning cluster. Sharing tests, examples, and documentations.

pytorch-dicom-classification

A general framework to analyze medical images saved as .dicom files

ResNet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

TissUUmaps

TissUUmaps is a browser-based tool for fast visualization and exploration of millions of data points overlaying a tissue sample. TissUUmaps can be used as a web service or locally in your computer, and allows users to share regions of interest and local statistics.