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tqcai's Projects

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crack-dataset icon crack-dataset

rock crack and CT rock slice crack dataset semantic segmentation dataset 岩石裂缝与CT岩心裂缝语义分割数据集

crack-label-tool icon crack-label-tool

这是一个使用Python和PyQt5开发的一个计算机视觉辅助裂缝标注工具,标注工具先用边缘检测和形态学方法预识别裂缝,然后人工对结果进行标涂或擦除。除了此方法,工具还有其他多种方法,详情请见readme.md的介绍

crack-recognition-based-on-fcn icon crack-recognition-based-on-fcn

本项目为对岩石混凝土裂缝进行识别的二分类语义分割项目。首先采用笔者用PyQt5开发的一款标注软件进行数据标注,之后在开源的FCN算法的代码上进行适当的微调,对先前得到的数据集进行训练,得到了正确率较高,泛化能力较好的模型。

crfasrnn icon crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

cs-notes icon cs-notes

:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

datefinder icon datefinder

Find dates inside text using Python and get back datetime objects

deap icon deap

Distributed Evolutionary Algorithms in Python

deeplearning icon deeplearning

Python for “Deep Learning”,《深度学习》(花书) 数学推导、原理剖析与源码级代码实现

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deploy-ml icon deploy-ml

Main machine learning training and deployment package

deployml icon deployml

Scripts for "Deploy ML to production" workshop

dnn_ctr icon dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

dpark icon dpark

Python clone of Spark, a MapReduce alike framework in Python

dtnn icon dtnn

Deep Tensor Neural Network

editor.md icon editor.md

The open source embeddable online markdown editor (component).

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