2021八斗学院AI教程
├─01、最新保姆级计算机视觉学习路线
│&nBSp;&nBSp;├─【1】初入人工智能
│&nBSp;&nBSp;│&nBSp;&nBSp;├─PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;└─视频
│&nBSp;&nBSp;├─【2】数学基础&AMp;数字图像
│&nBSp;&nBSp;│&nBSp;&nBSp;├─PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;├─代码
│&nBSp;&nBSp;│&nBSp;&nBSp;└─视频
│&nBSp;&nBSp;├─【3】数字图像&AMp;特征提取
│&nBSp;&nBSp;│&nBSp;&nBSp;├─PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;├─代码
│&nBSp;&nBSp;│&nBSp;&nBSp;└─视频
│&nBSp;&nBSp;├─【4】边缘检测&AMp;相机模型
│&nBSp;&nBSp;│&nBSp;&nBSp;├─PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;├─代码
│&nBSp;&nBSp;│&nBSp;&nBSp;└─视频
│&nBSp;&nBSp;├─【5】立体视觉&AMp;图像聚类
│&nBSp;&nBSp;│&nBSp;&nBSp;├─PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;├─代码
│&nBSp;&nBSp;│&nBSp;&nBSp;└─视频
│&nBSp;&nBSp;├─【6】图像滤波&AMp;SIFT
│&nBSp;&nBSp;│&nBSp;&nBSp;├─PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;├─代码
│&nBSp;&nBSp;│&nBSp;&nBSp;└─视频
│&nBSp;&nBSp;└─【7】OpenCV&AMp;深度学习
│&nBSp;&nBSp;└─├─PPT
│&nBSp;&nBSp;└─├─代码
│&nBSp;&nBSp;└─└─视频
├─【必备】AI电子书籍
│&nBSp;&nBSp;├┈2019人工智能发展报告.pdf
│&nBSp;&nBSp;├┈LDA漫游指南.pdf
│&nBSp;&nBSp;├┈Learning From Data_低配版.pdf
│&nBSp;&nBSp;├┈OpenCV-contrib modules中文教程抢鲜版.pdf
│&nBSp;&nBSp;├┈python视觉实战项目52讲.pdf
│&nBSp;&nBSp;├┈Pytorch常用函数手册.pdf
│&nBSp;&nBSp;├┈《统计学习方法》第2版课件.zIP
│&nBSp;&nBSp;├┈百面机器学习算法工程师带你去面试.pdf
│&nBSp;&nBSp;├┈程序员的数学1.pdf
│&nBSp;&nBSp;├┈程序员的数学2-概率统计 ,平冈和幸，（日）堀玄著 ,P406.pdf
│&nBSp;&nBSp;├┈程序员的数学3-线性代数.pdf
│&nBSp;&nBSp;├┈动手学深度学习.pdf
│&nBSp;&nBSp;├┈机器人建模和控制@www.Java1234.com.pdf
│&nBSp;&nBSp;├┈机器学习[西瓜书].zIP
│&nBSp;&nBSp;├┈机器学习实战.pdf
│&nBSp;&nBSp;├┈科来网络通讯协议图.pdf
│&nBSp;&nBSp;├┈南瓜书.pdf
│&nBSp;&nBSp;├┈深度学习(花书).pdf
│&nBSp;&nBSp;├┈数学之美第2版.zIP
│&nBSp;&nBSp;├┈算法新解-刘新宇.pdf
│&nBSp;&nBSp;├┈统计学习方法.zIP
│&nBSp;&nBSp;├┈统计学习方法（李航）.pdf
│&nBSp;&nBSp;├┈推荐系统实践.pdf
│&nBSp;&nBSp;├┈吴恩达资料.txt
│&nBSp;&nBSp;├┈西瓜书.pdf
│&nBSp;&nBSp;├┈项亮-推荐系统实践.pdf
│&nBSp;&nBSp;└┈支持向量机通俗导论（理解SVM的三层境界）LaTeX最新版_2015.1.9.pdf
├─【讲座 】 最落地的图像识别实践案例
│&nBSp;&nBSp;├─代码
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈AlexNet-Keras-master.zIP
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈last1.h5
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈reADme.txt
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈trAIn.zIP
│&nBSp;&nBSp;├┈公开课-卷积神经网络.pdf
│&nBSp;&nBSp;└┈最落地的图像识别案例.mp4
├─【讲座】BERT大家族讲解（论文、代码、PPT）
│&nBSp;&nBSp;├─公开课-论文&AMp;代码&AMp;课件
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈albert.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈bert fAMily.PPTx
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈BERT.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈diy_bert.py
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈elmo.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈ernie-bAIdu.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈ernie-qinghua.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈GPT.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈GPT2.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈GPT3.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈nezha.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈roberta.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈spanBert.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈t5.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈transformer-xl.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈unilm.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈xlnet.pdf
│&nBSp;&nBSp;└┈BERT大家族讲解讲座回放.mp4
├─【讲座】NLP少样本困境破局之道--文本增强
│&nBSp;&nBSp;├─论文&AMp;课程PPT
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈cbert.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈Contextual augment.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈EDA.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈LAMBADA.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈UDA.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈文本增强公开课.PPTx
│&nBSp;&nBSp;└┈文本增强.mp4
├─【讲座】彻底搞懂 Google bert 模型
│&nBSp;&nBSp;├┈attention is all you need.pdf
│&nBSp;&nBSp;├┈BERT.pdf
│&nBSp;&nBSp;├┈bert介绍.PPTx
│&nBSp;&nBSp;├┈diy_bert.py
│&nBSp;&nBSp;├┈R-bert关系抽取.pdf
│&nBSp;&nBSp;├┈sentence bert.pdf
│&nBSp;&nBSp;└┈彻底搞懂 Google bert 模型.mp4
├─【讲座】从0到1带你构建知识图谱
│&nBSp;&nBSp;├─知识图谱论文资源
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈0643.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈12484-55980-1-PB (1).pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈12484-55980-1-PB.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1606.04422.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1709.05453.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1711.04071.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1804.08217.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1811.00146.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1902.10197.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1904.09223.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1905.07129.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1906.05317.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1907.12412.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1909.01066.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1909.04164.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1909.05311.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1909.05855.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1909.08402.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1911.06136.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1911.07132.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1911.12753.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1912.00147.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1912.07491.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈1912.09637.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2001.00461.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2002.00388 .pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2002.00388.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2003.02320.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2005.00206.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2009.02252v1.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2107.13349.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈2107.13715.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈3394486.3403323.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈C16-1062.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈cikm_2020_sun.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈D16-1245.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈D17-1123.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈EMNLP-TACL5.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈N18-2108.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈P19-1226.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈query2box_reasoning_over_knowl (1).pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈query2box_reasoning_over_knowl.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈scarlini_etal_aaAI2020.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈知识图谱表示学习综述.PPTx
│&nBSp;&nBSp;├┈kgqa_base_on_sentence_match.rar
│&nBSp;&nBSp;├┈从0到1带你构建知识图谱.mp4
│&nBSp;&nBSp;└┈知识图谱公开课.PPTx
├─【讲座】无中生有，fake图像！
│&nBSp;&nBSp;├─【PPT】随堂课程
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈公开课-生成模型.pdf
│&nBSp;&nBSp;├─【代码】配套案例
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈「随堂代码」GAN_Minist.py
│&nBSp;&nBSp;└─【视频】生成模型
│&nBSp;&nBSp;└─└┈无中生有，fake图像.mp4
├─【实战】入门图像识别
│&nBSp;&nBSp;├─【PPT】随堂课程
│&nBSp;&nBSp;│&nBSp;&nBSp;├─图像识别-01 PPT 01-2
│&nBSp;&nBSp;│&nBSp;&nBSp;├─图像识别0203-PPT0203-2
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈【13】OpenCV算法解析.PPTx
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈【14】深度学习与神经网络.PPTx
│&nBSp;&nBSp;├─【代码】配套案例
│&nBSp;&nBSp;│&nBSp;&nBSp;├─图像识别-01代码01-1
│&nBSp;&nBSp;│&nBSp;&nBSp;├─图像识别0203-代码0203-1
│&nBSp;&nBSp;│&nBSp;&nBSp;├─最小二乘法
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈DCT.py
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈Hash.py
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈Hash_all.py
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈Hash_素材生成.py
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈lenna_noise.png
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈PHash.py
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈ransac.py
│&nBSp;&nBSp;└─【视频】图像识别
│&nBSp;&nBSp;└─├┈CNN图像识别01.mp4
│&nBSp;&nBSp;└─├┈CNN图像识别02.mp4
│&nBSp;&nBSp;└─├┈CNN图像识别03.mp4
│&nBSp;&nBSp;└─├┈OpenCV .mp4
│&nBSp;&nBSp;└─├┈RANSAC.mp4
│&nBSp;&nBSp;└─├┈哈希算法.mp4
│&nBSp;&nBSp;└─├┈深度学习与神经网络.mp4
│&nBSp;&nBSp;└─└┈最小二乘法 .mp4
├─【实战】主流深度学习框架
│&nBSp;&nBSp;├─【PPT】随堂课程
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈从零开始训练网络.PPTx
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈卷积神经网络.PPTx
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈深度学习开源框架.PPTx
│&nBSp;&nBSp;├─【代码】配套案例
│&nBSp;&nBSp;│&nBSp;&nBSp;├┈代码(解压密码：baDOUAI)（卷积神经网络）.zIP
│&nBSp;&nBSp;│&nBSp;&nBSp;└┈代码(解压密码：baDOUAI)深度学习.zIP
│&nBSp;&nBSp;└─【视频】深度学习框架
│&nBSp;&nBSp;└─├┈从零开始训练网络01.mp4
│&nBSp;&nBSp;└─├┈从零开始训练网络02.mp4
│&nBSp;&nBSp;└─├┈从零开始训练网络03.mp4
│&nBSp;&nBSp;└─├┈从零开始训练网络04.mp4
│&nBSp;&nBSp;└─├┈卷积神经网络04.mp4
│&nBSp;&nBSp;└─├┈深度学习开源框架.mp4
│&nBSp;&nBSp;└─├┈深度学习开源框架01.mp4
│&nBSp;&nBSp;└─├┈深度学习开源框架02.mp4
│&nBSp;&nBSp;└─├┈深度学习开源框架03.mp4
│&nBSp;&nBSp;└─└┈推理和训练.mp4
└─【实战】最火的行人目标检测
└─├┈yolo3-tensorflow-master.rar
└─├┈公开课-yolo.pdf
└─└┈最火的车辆行人检测.mp4

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