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3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

ai-challenger-retinal-edema-segmentation

4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

ai_challenger

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

alignedreid

Alignedreid＋+: Dynamically Matching Local Information for Person Re-Identification.

alignedreid-re-production-pytorch

Reproduce AlignedReID: Surpassing Human-Level Performance in Person Re-Identification, using Pytorch.

alphapose

Real-Time Multi-Person Pose Estimation System

angiodysplasia-segmentation

awesome-algorithm

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesomecomputervision

Awesome Computer Vision Resources

baidu_xjtu_classification_contest

training CNN for logo classifiaction held by Baidu and XJTU

baidu_xjtu_logo_classfication

training CNN for logo classifiaction held by Baidu and XJTU

beyond-part-models

PCB of paper: Beyond Part Models: Person Retrieval with Refined Part Pooling, using Pytorch

caffe_ocr

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

cam

Class Activation Mapping

cancer_nn

ISIC 2017: Skin Lesion Analysis Towards Melanoma Detection (Lesion Classification)

carnd-transfer-learning-lab

chinahadoop_c5

coursera-ml-andrewng

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cs231n

cs231n assignments

cs231n.github.io

Public facing notes page

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deep

Skin diseases(basal cell carcinoma, seborrheic keratosis, lentigo, wart) classifier using deep learning (windows 64bit version;BVLC Caffe;Microsoft ResNet-152)

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-neural-networks-healthcare

Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More

deep-person-reid

Pytorch implementation of deep person re-identification models.

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

deeplearning

Some practices about deep learning