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Tuan Dang's Projects

cottonwood icon cottonwood

A flexible neural network framework for running experiments and trying ideas.

covid-19 icon covid-19

A collection of work related to COVID-19

cset icon cset

CSET (Compressed Sensing Electron Tomography)-toolbox is a three-dimensional TV-based compressed sensing reconstruction toolbox that consists of algebraic iterative algorithms (SART and SIRT) with total variation (TV) based CS. In addition, it integrates a Fast Iterative Shrinkage-Thresholding Algorithm (FISTA) that is an acceleration method to speed up the algorithm convergence.

d2go icon d2go

D2Go is a toolkit for efficient deep learning

dab icon dab

Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ

darknet icon darknet

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dd2d_matryoshka icon dd2d_matryoshka

A set of classes defining the behaviour of crystalline defects, with the final goal of carrying out dislocation dynamics simulations in two dimensions.

deakin-simpsons-challenge2021 icon deakin-simpsons-challenge2021

The Deakin Simpsons challenge 2021 is a computer vision competition for which the goal is to recognize Simpsons characters individually in images using machine learning/deep learning. The challenge is designed to provide students with the opportunity to work as team members, to compete with each other, and to enhance the student learning experience by improving their AI modeling, problem-solving, and team-working skills.

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