Giter Site home page Giter Site logo

Hi there šŸ‘‹

  • šŸ‘Øā€šŸ’» Iā€™m a Postdoctoral Associate at the University of Pittsburg Medical Center (UPMC).
  • šŸŒ± My current work is to progress research in single cell spatial transcriptomic analysis; from cell segmentation, cell typing, to further downstream analysis based on the spatial location of the genes, its expression patterns, pathological insights and much more.
  • šŸŒ± Also, I develop AI algorithms, recently more focused in graph-based algorithms, to identify spatially significant and pathologically relevant gene expression patterns.
  • šŸ’¬ Ask me about machine learning, deep learning, cloud and distributed computing, and data science.
  • āš” Fun fact: I enjoy photography šŸ“· and you can find me at @arun91dasan on Instagram or @arun_not_arun on Twitter.
  • šŸ“„ My publications can be found in my Google Scholar profile.

Arun Das's Projects

adv-ai-ml-research icon adv-ai-ml-research

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

al-folio icon al-folio

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

attend2u icon attend2u

šŸ–¼ļø 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.

cadl icon cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

caffe-1 icon caffe-1

Caffe: a fast open framework for deep learning.

cavaface icon cavaface

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

classifyme icon classifyme

ClassifyME is an Automatic Image Classification Engine being developed for low power (Raspberry Pi like) computing devices. A master-slave configuration testbed is in active development.

cleverhans icon cleverhans

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

cloud-project icon cloud-project

Mini Project, Programming Techniques for Cloud, Spring 2016, UTSA.

deep-learning-with-caffe icon deep-learning-with-caffe

My tests and experiments on Caffe, the deep learning framework by Berkeley Vision and Learning Center (BVLC) and its contributors.

deepbench icon deepbench

Benchmarking Deep Learning operations on different hardware

dexpression icon 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.

dexpression_keras icon dexpression_keras

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

dl-setup icon dl-setup

Instructions for setting up the software on your deep learning machine

face_classification icon face_classification

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

genomicdobox icon genomicdobox

Platform to process DNA and RNA sequenced data and provide relevant analysis on the data.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    šŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. šŸ“ŠšŸ“ˆšŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ā¤ļø Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.