xiaochengcike's repositories
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。
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)
AdaptNet-MICCAI2021
PyTorch implementation of AdaptNet (Shape/Scale Adaptive U-Net)
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
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
breast_tumor_segmentation
Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network
Cell-DETR
Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].
Cross-Consistency-Prostate
Semi-supervised cross-consistency training for multi-site Dataset for Prostate MRI semantic segmentation
CS-CO
MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images
CT2USforKidneySeg
CT2US：Cross-modal Transfer Learning for Kidney Segmentation in Ultrasound Images with Limited Data
CTPelvic1K
Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.
enhancing_fingervein_using-U-net
지정맥 특징점강조 U-net
FingerVein-Spoofing
:hand: 위조지정맥 검출기술
GAN_fake_Finger_vein
GAN을 이용한 fake Fingervein image 생성하기
GeneralizedMedSeg
Recent progress on domain adaption/generalization for medical image segmentation
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.
Image_Segmentation-1
Image segmentation of Carvana dataset using transfer learning.
meta-transfer-learning
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
monuseg
Multi-Organ Nuclei Segmentation Challenge
Polyp-PVT
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers (arXiv2021)
PraNet
PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral)
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 ;)
RePRI-for-Few-Shot-Segmentation
(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166
SANet
Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"
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.
ViT-pytorch-1
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)