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zhaoz's Projects

3dunetcnn icon 3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

bm3d-denoise icon bm3d-denoise

Using BM3D to denoise ,the code I'm modified is from https://github.com/MarkPrecursor/BM3D_Denosing.git

brats17 icon brats17

Patch-based 3D U-Net for brain tumor segmentation

csgm icon csgm

Code to reproduce results from the paper: "Compressed Sensing using Generative Models".

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

desci icon desci

Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)

image_segmentation icon image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

imagenet18_old icon imagenet18_old

Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry

modified-3d-unet-pytorch icon modified-3d-unet-pytorch

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

mst icon mst

A toolbox for spectral compressive imaging reconstruction including our MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

pnp-sci icon pnp-sci

Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)

pytorch-3dunet icon pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

reconnet icon reconnet

Reconstruction of images from compressively sensed measurements using CNNs

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

spi icon spi

A set of different reconstruction algorithms for single-pixel imaging (SPI).

tf-segnet icon tf-segnet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

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