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deep_learning_assignment

Deep Learning Assignment example codes

deepsea

Automatic 3D whole breast segmentation in breast MRI

dianet

The official implementation of paper "DIANet:Dense-and-Implicit-Attention-Network".

digital-design-lab

endovisposeannotation

This is our new multi-joint annotation for EndoVis MICCAI Challenge dataset ( https://endovissub-instrument.grand-challenge.org/), which can be used for multi-instrument pose estimation.

enhanced-maximum-curvature--emc-

Finger vein feature extraction based on paper: Munalih ahmad Syarif, Thian Song Ong, Andrew B.J. Teoh, Tee Connie, "Enhanced Maximum Verification", Multimedia Tools and Applications (2016)

facm

A MATLAB implementation of the texture segmentation method in paper: "A factorization based active contour model for texture segmentation", IEEE International Conference on Image Processing (ICIP 2016).

finger-vein-recognition-1

华南理工大学课程设计——手指静脉识别项目

fingervein-selftaughtlearning

Finger Vein verification based on self-taught learning in Matlab

fingerveinrecognitionmodel1

A Fingervein Recognition Model Based On Gabor Multiple Filter;(基于高斯和Gabor八方向滤波器的指静脉识别模型)

fingerveinrecognitionmodel2

A Fingervein Recognition Model Based On Lbp + Dbn;基于降维LBP与深度信念网络的指静脉识别模型

fingerveinrecognitionmodel3

A simple implement for A Novel Approach For Finger Vein Verification Based on Self-Taught Learning

fingerveinrecognitionmodel4

A Fingervein Recognition Model Based On CNN;

fpga-cnn

FPGA implementation of Cellular Neural Network (CNN)

fpga_image_processing

Image capture, image filtering and image display (VGA) : picture in picture, edge detection, gray image and smooth image

geodesic_distance

geodesic distance transform of 2d/3d images

graph-v-net

A Hierarchical Graph V-Net with Semi-supervised Pre-training for Breast Cancer Histology Image Classification" (IEEE TMI)

hdr-finger-vein

image-segmentation-keras

Implementation of Segnet, FCN, UNet and other models in Keras.

kaggle-bicycle-example

data cleaning, feature engineering, data modeling and data analysis example on the Kaggle Bicycle competition

kaggle_titanic

the data and ipython notebook of my attempt to solve the kaggle titanic problem

levelset-shapeprior-deeplearning

Open codes for paper "Level Set based Shape Prior and Deep Learning for Image Segmentation"

liverseg-2017-nipsws

Detection-aided Liver Lesion Segmentation

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

manifold_segmentation

maskscoring_rcnn

Codes for paper "Mask Scoring R-CNN".

ml-examples

some machine learning examples

mran

Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis

openfinger-fvr-module

OpenFinger's Finger Vein Recognition Module

pdl1-wsi-classification

Code used for classifying Whole Slide Images (WSI) of tumors to decide if they are positive or negative to the brown biomarker PD-L1 (brown staining on the tumor area).