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

3,112 407 Updated Aug 15, 2024

A Review of Deep Learning Methods on ECG Data

235 45 Updated Oct 18, 2020

The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.

Python 272 50 Updated Apr 22, 2024

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

15,239 1,458 Updated Feb 13, 2023

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Python 11,745 1,639 Updated Apr 7, 2025

This is the official project webpage of BHSD (MLMI 2023).

23 Updated May 23, 2025

Simulation of spiking neural networks (SNNs) using PyTorch.

Python 1,590 334 Updated Jun 10, 2025

Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT

Python 27 5 Updated Apr 8, 2025

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

Python 95 11 Updated Jun 10, 2025

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

Python 226 27 Updated Jul 31, 2024

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.

Jupyter Notebook 389 107 Updated Sep 7, 2021

Deep and online learning with spiking neural networks in Python

Python 1,608 264 Updated Feb 22, 2025

Deep learning with spiking neural networks (SNNs) in PyTorch.

Python 735 88 Updated May 23, 2025

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are…

Jupyter Notebook 268 50 Updated Nov 6, 2022

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

Python 534 155 Updated Apr 14, 2025
Jupyter Notebook 75 9 Updated Dec 29, 2022

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Python 2,799 547 Updated Jul 26, 2024

Fast brain extraction using neural networks

Python 34 3 Updated Jul 23, 2024

Intracranial Hemorrhage Segmentation Challenge on Non-Contrast head CT (NCCT)

Python 21 1 Updated Jul 29, 2022

Code examples of the free course in Youtube of brain MRI preprocessing techniques in python

Jupyter Notebook 68 19 Updated Jan 6, 2025

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Jupyter Notebook 50,422 5,922 Updated Sep 18, 2024

Neuroimaging analysis and visualization suite

C++ 690 257 Updated Jun 10, 2025

MRI brain extraction tool

Python 334 73 Updated Dec 18, 2024

Official PyTorch implementation of SegFormer

Python 2,929 383 Updated Aug 2, 2024

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Python 14,981 1,691 Updated Jun 8, 2025

Image augmentation for machine learning experiments.

Python 14,595 2,462 Updated Jul 30, 2024

整理 pytorch 单机多 GPU 训练方法与原理

Python 835 84 Updated Nov 23, 2021

Multi GPU Training Code for Deep Learning with PyTorch

Python 206 63 Updated Mar 23, 2025

SoftVC VITS Singing Voice Conversion

Python 27,198 5,005 Updated Nov 11, 2023

Distributed Asynchronous Hyperparameter Optimization in Python

Python 7,431 1,067 Updated May 26, 2025
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