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paddlepaddle's Introduction

为刚刚开始学习深度学习的同学安利一个简单好玩的框架

使用的是百度的深度学习框架PaddlePaddle

Why?

  • 原因非常简单，国产框架，文档全是中文，可以支持一波

What?

  • 飞桨PaddlePaddle-源于产业实践的开源深度学习平台

How?

这个repo主要是我这一期课程期间写的

Day1-Python基础练习
Day2-《青春有你2》选手信息爬取
Day3-《青春有你2》选手数据分析
Day4-《青春有你2》选手识别
Day5-综合大作业(评论爬取、制作词云、情感分析、敏感词过滤...)

--

Day01 Python基础练习

第一题只要会简单的for循环，就可以做了  
第二题遍历文件目录，我以前也没写过，百度里一下，os.walk就可以了;

Day02选手信息爬取

爬虫这一块，用到了BeautifulSoup,是青你2百度百科小姐姐的信息，还是相对简单的;

Day03选手数据分析

了解了在数据挖掘和深度学习领域使用广泛的一些库Numpy、pandas、Matplotlib、PIL...把信息进行数据可视化，绘制柱状图、饼图;

Day04 选手识别

对青你2五位小姐姐照片数据集进行图像分类，Finetune结果+预测结果

Day05 可视化展示处理

爬取青你2评论，词频统计并可视化展示，进行数据预处理，中文分词，统计并展示高频词，生成词云，添加轮廓背景，结合paddlepaddle进行内容审核

-- 已经跟了两期课程了,从上期的CV营--这一期，确实有很多多收获🔣
七天的课程还是非常棒的，和上期的CV营相比较，这次的课程还是偏基础一点,对我这种小白非常友好~

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