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Haiqiao Wang's Projects

bana icon bana

An official implementation of "Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation" (CVPR 2021) in PyTorch.

ct-mr-translation icon ct-mr-translation

This project is about investigating the capabilities of GAN to translate spinal CT to MRI scans and vice versa.

dat icon dat

Repository of Vision Transformer with Deformable Attention

eccv2020-code icon eccv2020-code

ECCV 2020 论文开源项目合集,同时欢迎各位大佬提交issue,分享ECCV 2020开源项目

gan-for-synthesizing-ct-from-t2-weighted-mri-data-towards-mr-guided-radiation-treatment icon gan-for-synthesizing-ct-from-t2-weighted-mri-data-towards-mr-guided-radiation-treatment

In medical domain cross modality image synthesis suffers from multiple issues such as context-misalignment, image distortion, image blurriness, and loss of details. The fundamental objective behind this study is to address these issues in estimating synthetic Computed tomography (sCT) scans from T2-weighted Magnetic Resonance Imaging (MRI) scans in order to achieve MRI-guided Radiation Treatment (RT).

group-wsss icon group-wsss

Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation

hsn_v1 icon hsn_v1

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)

it_book icon it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

spinnet icon spinnet

Generalized 3D Surface Descriptor (CVPR 2021)

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