Guanhuchang

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

2D_3D_PolarFourierTransform

C++, CUDA, and MATLAB codes for the paper "An Exact and Fast Computation of Discrete Fourier Transform for Polar and Spherical Grid"

ADMIRE

AGNet

The code of "Attention Guided Network for Retinal Image Segmentation" in MICCAI 2019

AlexNet

ImageNet Classification with Deep Convolutional Neural Networks

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

beamforming

Noise-Removal-Techniques-in-Ultrasound-Images

Implement RPCA, PCA, Median filter and Fuzzy image filter methods

reverb_3DCNN

Reverberation reduction on ultrasound channel data using a 3D fully convolutional neural network

Guanhuchang/annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Guanhuchang/C-C-

程序员相关电子书资料免费分享，欢迎关注个人微信公众号：程序员编程指南

Guanhuchang/CCGR

Complex-valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming

Guanhuchang/cvxbook_additional_exercises

Additional exercises and data for EE364a. No solutions; for public consumption.

Guanhuchang/ddrm

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Guanhuchang/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Guanhuchang/Denoising-Based-Ultrasound-Beamforming

Guanhuchang/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Guanhuchang/dui-ultrafast

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging

Guanhuchang/fmriDenoisingUsingRMT

Guanhuchang/FourierDomainBeamformer

A generic Fourier beamformer based on the cross-correlation of transmitted and received wavefields

Guanhuchang/fSVT

fast randomized SVD and its application to SVT algorithm

Guanhuchang/GSPnP

Source code for the paper "Gradient Step Denoiser for convergent Plug-and-Play"

Guanhuchang/Image_Segmentation

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

Guanhuchang/IMPACT

Iterative Model-Based Phase Aberration Correction and [Sound Speed] Tomography (IMPACT)

Guanhuchang/lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

Guanhuchang/machine-learning-notesandcode

机器学习学习笔记和代码

Guanhuchang/mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Guanhuchang/MainlobeSidelobeSeparation

Separation of Mainlobes and Sidelobes in the Ultrasound Image Based on the Spatial Covariance (MIST) and Aperture-Domain Spectrum of Received Signals

Guanhuchang/Math_Model

数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX模板、美赛LaTeX模板、mathorcup、电工杯、华中赛、APMCM、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、常用matlab算法、国赛评阅要点、软件模型算法汇总、智能算法、优化算法

Guanhuchang/Nonlinear_Beamforming

Repository to share scripts and functions for Nonlinear Beamforming for Ultrasound Flow Imaging.

Guanhuchang/PWC-Net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Guanhuchang/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Guanhuchang/qups

Quick Ultrasound Processing & Simulation

Guanhuchang/Robust-Matrix-Completion-based-on-Factorization-and-Truncated-Quadratic-Loss-Function

Robust Matrix Completion based on Factorization and Truncated-Quadratic Loss Function

Guanhuchang/Robust-PCA-via-Non-convex-Half-quadratic-Regularization

In this paper, we propose a new non-convex regularization term named half-quadratic function to achieve robustness and sparseness for robust principal component analysis, and derive its proximity operator, indicating that the resultant optimization problem can be solved in computationally attractive manner.

Guanhuchang/Signals-and-Systems-course

浙江大学信电学院2022信号与系统课程资料

Guanhuchang/Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

Guanhuchang/this-is-not-real-aerial-imagery

Quizz App Using Custom Diffusion Model to create deep fake of Satelite Earth image

Guanhuchang/uff-reader

Python Reader for the Ultrasound File Format