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fr830's Projects

coderobot icon coderobot

This repo contains Roslyn based toolchain, such as Code Review Tools, Code Fix, Code Formatter and Code Generator.

colab_cifar10_image-recognition icon colab_cifar10_image-recognition

Cifar10图像分类 由于Cifar10数据集较大,且本文中的训练模型的总参数多达142万, 即使在本地使用GPU(MX150)训练,每次运行仍需接6-8小时,不利于程序的后续调整, 故本程序借助Google Colab(约30min-1h)利用GPU加速在云端运行。 最终模型在(最佳的一次参数:batch=256,factor=0.1,patience=5,62s, 35epoch) 训练集上的准确率为:99.78% 验证集上的准确率为:97.15% 测试集上的准确率为:97.07%

common icon common

公共类(欢迎大家提交自己的公共类)

common-1 icon common-1

Utility classes, interfaces, controls, etc. with an emphasis on cross-platform development, OS integration and task progress UIs

common-2 icon common-2

Assortment of various common types and utilities for my other programming projects.

common.utility-1 icon common.utility-1

实用基础类,包含阿里云短信服务,拼音转换,二维码生成(带文字),滑块验证码,排班时间判断是否跨天 等

commonnet icon commonnet

Common utilities and features for any .NET application

compactscada-examples icon compactscada-examples

CompactSCADA integrates a reliable OPC Server and a built-in Web Service Server to provide access from any web application or device.

comtool icon comtool

Cross platform Serial Assistant ( 跨平台 串口 调试 助手 串口助手 串口调试助手 linux windows mac Raspberry Pi )

coobox icon coobox

A cool tool box that could speed up your Android code development.

cool-admin-api icon cool-admin-api

cool-admin-api 是基于egg.js、typeorm、jwt等封装的api开发脚手架、快速开发api接口

corel5k icon corel5k

这是Corel5K图像集,共包含科雷尔(Corel)公司收集整理的5000幅图片,故名:Corel5K,童鞋们可用于科学图像实验:分类、检索等。Corel5k数据集是图像实验的事实标准数据集。请勿用于商业用途。私底下学习交流使用。 Corel图像库是科雷尔(Corel)公司收集整理的较为丰富的图像库涵盖多个主题。Corel图像库由若干个CD组成,每个CD包含100张大小相等的图像,可以转换成多种格式。每张CD代表一个语义主题,例如有公共汽车、恐龙、海滩等。 Corel5k自从被提出用于图像标注实验后,已经成为图像实验的标准数据集,被广泛应用于标注算法性能的比较。Corel5k由50张CD组成,包含50个语义主题。 Corel5k图像库通常被分成三个部分: 4000张图像作为训练集,500张图像作为验证集用来估计模型参数,其余500张作为测试集评价算法性能。使用验证集寻找到最优模型参数后4000张训练集和500张验证集混合起来组成新的训练集。 该图像库中的每张图片被标注1~5个标注词,训练集中总共有374个标注词,在测试集中总共使用了263个标注词。 童鞋们自己去提取相关低层视觉特征:Rgb Lab Hsv Sift Gist HOG等等。 童鞋们完成 svm knn adaboost 逻辑回归 随机森林 mimlsvm mimlknn mimlboost 自定义算法 等等多类与多标签实验吧。Go, ...

coreml-in-arkit icon coreml-in-arkit

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

course-recsys icon course-recsys

Python与机器学习方向,《聚类与推荐算法》课程仓库

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