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gpzhang7's Projects

birads_classifier icon birads_classifier

High-resolution breast cancer screening with multi-view deep convolutional neural networks

breast-cancer-wisconsin-dataset icon breast-cancer-wisconsin-dataset

Analysis of breast cancer data published by the University of Wisconsin in order to predict benign vs malignant tumors based on tumor attributes. The dataset can be found at the following link: https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Original%29

cnn4brca icon cnn4brca

Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA). Master's thesis

cv_toolbox icon cv_toolbox

data preprocess for cv, including data aug (general and cutout) for object detection, KITTI, COCO data to VOC

deeplogo icon deeplogo

A brand logo detection system using tensorflow object detection API.

dsh_tensorflow icon dsh_tensorflow

implemement of DEEP SUPERVISED HASHING FOR FAST IMAGE RETRIEVAL_CVPR2016

faster-rcnn-pytorch icon faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。

fcot icon fcot

Fully Convolutional Online Tracking

find_nn icon find_nn

Finding nearest neighbours using different similarity measure(e.g., cosine, jaccard, hamming), bucketization code for LSH and accuracy measurement using F1-score

gist icon gist

GIST feature extractor (for scene classification)

hp-socket icon hp-socket

High Performance TCP/UDP/HTTP Communication Component

iciar2018 icon iciar2018

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

iconeditor icon iconeditor

A simple raster icon (.ico) editor written in C++ using SDL2 (RU)

image-classification icon image-classification

Image Classification using SIFT, Bag of words, k means clustering and SVM Classification

imagedupfinder icon imagedupfinder

Simple demo application to search duplicates of images, based on perceptual hashing algorithms

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