xiaochengcike

3D-UNet-pytorch-1

An implementation of 3D U-Net CNN models for the task of voxel-wise semantic segmentation of 3D MR images for isolation of Low-Grade and High Grade Gliomas, the common types of brain tumour.

ACLEPF

Code for active contour driven by local energy-based signed pressure force for image segmentation

Ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域

DeepLearning_CV_Learning

:tangerine: tensorflow、keras 学习；python 基础；numpy、matplotlib、scikit-learn等；python图像处理（含opencv、gdal等）；matlab 学习。

EdgeCNN

EdgeCNN:Improved CNN for Edge Computing Devices and Its Applications on Facial Expression Clasification

Finger-vein-recognition-1

华南理工大学课程设计——手指静脉识别项目

high-res-fingerprint-recognition

Automatic Dataset Annotation to Learn CNN Pore Description for Fingerprint Recognition

KidneyTumorSeg

KiTS19: 2019 Kidney Tumor Segmentation Challenge

Possibilistic-Fuzzy-C-means

Code for Interval Type-2 and General Type-2 PFCM

UNet-1

3D-UNet for 3D medical volume segmentation by pytorch

xiaochengcike/FingerveinRecognition-3

一个实现指静脉识别的整合应用，包括算法，图像处理以及应用GUI⚡。模型使用VGG19，GUI框架为PysimpleGUI。

xiaochengcike/PNS-Net

2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation

xiaochengcike/A-challenging-benchmark-dataset-with-multiview-finger-vein-images

The corresponding paper, titled 'Finger Vein Verification using Intrinsic and Extrinsic Features' is accepted by the 2021 International Joint Conference on Biometrics (IJCB 2021)

xiaochengcike/AdaptNet-MICCAI2021

PyTorch implementation of AdaptNet (Shape/Scale Adaptive U-Net)

xiaochengcike/Attention-Enriched-Deep-Learning-Model-for-Breast-Tumor-Segmentation

Salient attention U-Net model for tumor segmentation in breast ultrasound images, based on visual saliency maps

xiaochengcike/BCSS

Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourcing enables convolutional segmentation of histology images. Bioinformatics. 2019. doi: 10.1093/bioinformatics/btz083

xiaochengcike/breast_tumor_segmentation

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network

xiaochengcike/Cell-DETR

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

xiaochengcike/Cross-Consistency-Prostate

Semi-supervised cross-consistency training for multi-site Dataset for Prostate MRI semantic segmentation

xiaochengcike/CS-CO

MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images

xiaochengcike/CT2USforKidneySeg

CT2US：Cross-modal Transfer Learning for Kidney Segmentation in Ultrasound Images with Limited Data

xiaochengcike/CTPelvic1K

Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.

xiaochengcike/FingerVein-Spoofing

:hand: 위조지정맥 검출기술

xiaochengcike/GAN_fake_Finger_vein

GAN을 이용한 fake Fingervein image 생성하기

xiaochengcike/GeneralizedMedSeg

Recent progress on domain adaption/generalization for medical image segmentation

xiaochengcike/handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

xiaochengcike/Image_Segmentation-1

Image segmentation of Carvana dataset using transfer learning.

xiaochengcike/meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

xiaochengcike/monuseg

Multi-Organ Nuclei Segmentation Challenge

xiaochengcike/Polyp-PVT

Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers (arXiv2021)

xiaochengcike/PraNet

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral)

xiaochengcike/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

xiaochengcike/RePRI-for-Few-Shot-Segmentation

(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

xiaochengcike/RFLM-project

xiaochengcike/SANet

Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"

xiaochengcike/tinyml

xiaochengcike/TransBTS

This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf) , accepted by MICCAI2021.

xiaochengcike/unsupervised-domain-adaptation-unet-keras

xiaochengcike/VarDA

xiaochengcike/ViT-pytorch-1

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)