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医学影像数据集列表 『An Index for Medical Imaging Datasets』
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Simulation of spiking neural networks (SNNs) using PyTorch.
Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
Deep and online learning with spiking neural networks in Python
Deep learning with spiking neural networks (SNNs) in PyTorch.
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…
Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
Intracranial Hemorrhage Segmentation Challenge on Non-Contrast head CT (NCCT)
Code examples of the free course in Youtube of brain MRI preprocessing techniques in python
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.
Neuroimaging analysis and visualization suite
Official PyTorch implementation of SegFormer
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Image augmentation for machine learning experiments.
整理 pytorch 单机多 GPU 训练方法与原理
Multi GPU Training Code for Deep Learning with PyTorch
SoftVC VITS Singing Voice Conversion
Distributed Asynchronous Hyperparameter Optimization in Python