Arun Das's repositories
Deep-Learning-with-Caffe
My tests and experiments on Caffe, the deep learning framework by Berkeley Vision and Learning Center (BVLC) and its contributors.
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
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.github.io
Academic website based on adacemicpages template
cavaface
:beers: :rocket: :city_sunset: face recognition training project(pytorch)
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
pytorch-dicom-classification
A general framework to analyze medical images saved as .dicom files
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.