Ritaxuu

CVPR2020-Code

CVPR 2020 论文开源项目合集

aics-segmentation

Part 1 of Allen Cell and Structure Segmenter: classic image segmentation workflow

brain-vessel-segmentation

BRAVE-NET: Fully Automated Brain Vessel Segmentation In Patients with Cerebrovascular Disease

CarotidArteryHistologySegmentation

The segemntation of the Histological slices of the Carotid Artery

Coronary-Artery-Tracking-via-3D-CNN-Classification

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier')

Domain-Adaptive-Faster-RCNN-PyTorch

Domain Adaptive Faster R-CNN in PyTorch

FewShot_GAN-Unet3D

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

JointVesselNet_VC-Net

Code Implementation for JointVesselNet (MICCAI 2020) & VC-Net (IEEE TVCG SciVis 2020)

keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, R2U-net, Attention U-net, ResUnet-a, U^2-Net, and UNET 3+ with optional ImageNet-trained backbones.

P2P-Net

Official implementation of "Fine-Grained Object Classification via Self-Supervised Pose Alignment".

Project-Jocker

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pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 3D and 2D.

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

RE-Net

MICCAI 2020 Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network

run-vnet-keras

Bash and python scripts to run a keras-implemented V-Net 3D segmentation model.

segment-anything

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.

SegWithDistMap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

setup-ipsec-vpn

Scripts to build your own IPsec VPN server, with IPsec/L2TP and Cisco IPsec on Ubuntu, Debian and CentOS

torchio

Medical image preprocessing and augmentation toolkit for deep learning

Trajectron-plus-plus

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

unet-pytorch

这是一个unet-pytorch的源码，可以训练自己的模型

unet-vessel-segmentation

Vessel3DDL

Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images