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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

basicneuralnetwork

neural network demo

bd-rpca

Joint Blind Deconvolution and Robust Principal Component Analysis for Blood Flow Estimation in Medical Ultrasound Imaging

beamforming

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

cid-net

cnn-based-image-reconstruction

CNN based ultrasound image reconstruction.

cnnusbf

An implementation of the network in the paper "Towards Fast Region Adaptive Ultrasound Beamformer For Plane Wave Imaging Using Convolutional Neural Networks"

compressed_sensing

Image compression using compressed sensing.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cvxbook_additional_exercises

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

cyclegan

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

deep-learning-for-image-processing

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

denoising-based-ultrasound-beamforming

dixinversion4medicalultrasound

Sound Speed Estimator for Layered Media in Medical Ultrasound Imaging

dlwpt-code

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

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dnnbeamforming

dpga-algorithm

Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization

dui-ultrafast

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging

ee367project

Single Element Ultrasound Imaging with Compressed Sensing (Matlab simulation)

fir_bandpassfilter_kaiserwindow

Here is a matlab code for bandpass filter implementation based on kaiser window method. user can change parameters accordingly to get different cutoff frequencies,passband and stopband ripples.

fmridenoisingusingrmt

fourierdomainbeamformer

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