Pinned 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.
Diabetic-Retinopathy
A Deep Learning Approach To Screen Diabetic Retinopathy from Retinal Fundus Images.
Linux-Essentials
IPMI, Server Administration, package installation scripts and much more.
Machine-Learning
C++ and Python Codes from my projects
Macular-Degeneration
Age-Related Macular Degeneration (AMD) Research using AREDS dataset provided by National Institute of Health (NIH).
MagnaTagATune
This notebook is the first step in the deep learning pipeline of an interesting Music Genre Classification problem using the MagnaTagATune dataset: the intense data science part where you prepare the dataset in the way you want.
ScSTA_tutorial
Single-cell Spatial Transcriptomics Analysis Tutorial - IEEE BHI 2023
self-supervised-temporal-learning
Code repository for "Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders" AAAI 2021
arundasan91's Repositories
arundasan91/Deep-Learning-with-Caffe
My tests and experiments on Caffe, the deep learning framework by Berkeley Vision and Learning Center (BVLC) and its contributors.
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.
arundasan91/Macular-Degeneration
Age-Related Macular Degeneration (AMD) Research using AREDS dataset provided by National Institute of Health (NIH).
arundasan91/Machine-Learning
C++ and Python Codes from my projects
arundasan91/Linux-Essentials
IPMI, Server Administration, package installation scripts and much more.
arundasan91/self-supervised-temporal-learning
Code repository for "Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders" AAAI 2021
arundasan91/ScSTA_tutorial
Single-cell Spatial Transcriptomics Analysis Tutorial - IEEE BHI 2023
arundasan91/adv-ai-ml-research
Course Lectures and Code for IS7033 Topics in Advanced AI/ML Research, Fall 2020, UT San Antonio.
arundasan91/DeXpression_Keras
Keras implementation of DeXpression architecture mentioned in this paper: https://arxiv.org/abs/1509.05371
arundasan91/IS7033
PhD Seminar Course on advanced Artificial Intelligence algorithms by Dr. Paul Rad @ UT San Antonio.
arundasan91/AIandDataScienceWorkshopwithPython
arundasan91/deeplearning-helper-functions-PyTorch
Compiling a list of all the helper functions I've written for Pytorch
arundasan91/MPI---Message-Passing-Interface
MPI for Python tutorials.
arundasan91/pytorch-beginner
pytorch tutorial for beginners
arundasan91/academic-kickstart
WIP: Personal Website
arundasan91/adversarial-machine-learning
A repository to host papers, reviews and code for adversarial machine learning research.
arundasan91/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
arundasan91/arundasan91
arundasan91/arundasan91.github.io
Academic website based on adacemicpages template
arundasan91/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.
arundasan91/cavaface
:beers: :rocket: :city_sunset: face recognition training project(pytorch)
arundasan91/cc-snapshot
arundasan91/CC-Ubuntu16.04
Code for generating the Chameleon CC-Ubuntu16.04 image
arundasan91/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
arundasan91/face_classification
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
arundasan91/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
arundasan91/oci_slurm
Automate slurm jobs to deep learning cluster. Sharing tests, examples, and documentations.
arundasan91/pytorch-dicom-classification
A general framework to analyze medical images saved as .dicom files
arundasan91/ResNet
Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
arundasan91/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.