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zhaoqiangshen's Projects

clrs icon clrs

:notebook:Solutions to Introduction to Algorithms

cnn-for-tumour-classification icon cnn-for-tumour-classification

Algorithm based on Convolutional Neural Network (CNN) to classify Computed Tomography scans (CT scans) as containing either malignant or benign tumours

cnn-mar icon cnn-mar

Convolutional neural network based metal artifact reduction (CNN-MAR) in x-ray computed tomography

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cs-xmind-note icon cs-xmind-note

计算机专业课(408)思维导图和笔记:计算机组成原理(第五版 王爱英),数据结构(王道),计算机网络(第七版 谢希仁),操作系统(第四版 汤小丹)

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.

ct-wgan_vgg_tensorflow icon ct-wgan_vgg_tensorflow

Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

cyclegan_ssim icon cyclegan_ssim

Comparing different similarity functions for reconstruction of image on CycleGAN. (https://tandon-a.github.io/CycleGAN_ssim/) Training cycleGAN with different loss functions to improve visual quality of produced images

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dataset-medicine icon dataset-medicine

医学影像数据集列表 『An Index for Medical Imaging Datasets』

dcgan-matconvnet icon dcgan-matconvnet

Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan_tensorflow icon dcgan_tensorflow

Tensorflow implementation of "UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS"

dd-srad icon dd-srad

Distance Driven Speckle Reducing Anisotropic Diffusion for denoising SAR temporal stacks.

deblur-pmp icon deblur-pmp

Blind Image Deblurring Using Patch-Wise Minimal Pixels Regularization

deep-learning-for-inverse-problems icon deep-learning-for-inverse-problems

This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low quality images produced as a result of solving inverse problems in imaging (particularly Computed Tomography) and produce high-quality images.

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