CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块.zip

[{"title":"（ 167 个子文件 36.58MB ） CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块.zip","children":[{"title":"20140221184735734 <span style='color:#111;'> 69.90KB </span>","children":null,"spread":false},{"title":"20150805105836031 <span style='color:#111;'> 275.51KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 22.80KB </span>","children":null,"spread":false},{"title":"63_7种经典的排序算法原理及C++实现.md <span style='color:#111;'> 19.99KB </span>","children":null,"spread":false},{"title":"57_机器学习中常用的损失函数一览.md <span style='color:#111;'> 17.81KB </span>","children":null,"spread":false},{"title":"10_理清深度学习优化函数发展脉络.md <span style='color:#111;'> 16.72KB </span>","children":null,"spread":false},{"title":"21_手动推导反向传播公式BP.md <span style='color:#111;'> 15.16KB </span>","children":null,"spread":false},{"title":"48_各种卷积方式串讲.md <span style='color:#111;'> 14.41KB </span>","children":null,"spread":false},{"title":"12_Adaboost_GBDT_XGBoost算法原理.md <span style='color:#111;'> 14.03KB </span>","children":null,"spread":false},{"title":"04_BN层的深入理解.md <span style='color:#111;'> 11.89KB </span>","children":null,"spread":false},{"title":"34_简述CNN分类网络的演变脉络及各自的贡献与特点.md <span style='color:#111;'> 11.82KB </span>","children":null,"spread":false},{"title":"08_边缘检测算子有哪些以及它们之间的对比.md <span style='color:#111;'> 11.60KB </span>","children":null,"spread":false},{"title":"17_图像拼接原理介绍.md <span style='color:#111;'> 10.20KB </span>","children":null,"spread":false},{"title":"44_PCA算法原理.md <span style='color:#111;'> 10.12KB </span>","children":null,"spread":false},{"title":"03_FAST、BRIEF、ORB算法原理.md <span style='color:#111;'> 10.11KB </span>","children":null,"spread":false},{"title":"18_图像配准.md <span style='color:#111;'> 9.69KB </span>","children":null,"spread":false},{"title":"32_C++中的内存管理是怎样的.md <span style='color:#111;'> 9.01KB </span>","children":null,"spread":false},{"title":"77_牛客网笔试处理各种输入输出的解决方法.md <span style='color:#111;'> 8.40KB </span>","children":null,"spread":false},{"title":"01_LBP算法原理.md <span style='color:#111;'> 8.23KB </span>","children":null,"spread":false},{"title":"03_代码实现卷积操作.md <span style='color:#111;'> 8.17KB </span>","children":null,"spread":false},{"title":"04_C++11常用新特性.md <span style='color:#111;'> 8.04KB </span>","children":null,"spread":false},{"title":"49_Faster_R_CNN和Mask_R_CNN的损失函数详解.md <span style='color:#111;'> 8.00KB </span>","children":null,"spread":false},{"title":"05_请说一下你理解的 C++ 中的四个智能指针.md <span style='color:#111;'> 7.77KB </span>","children":null,"spread":false},{"title":"26_k-means算法原理.md <span style='color:#111;'> 7.61KB </span>","children":null,"spread":false},{"title":"72_vector的扩容原理以及resize和reserve的区别.md <span style='color:#111;'> 7.14KB </span>","children":null,"spread":false},{"title":"02_过拟合和欠拟合的表现与解决方法.md <span style='color:#111;'> 7.05KB </span>","children":null,"spread":false},{"title":"02_TCP三次握手四次挥手的过程.md <span style='color:#111;'> 7.02KB </span>","children":null,"spread":false},{"title":"76_二叉树前中后层遍历代码模板.md <span style='color:#111;'> 6.98KB </span>","children":null,"spread":false},{"title":"08_Pooling层的作用以及如何进行反向传播.md <span style='color:#111;'> 6.96KB </span>","children":null,"spread":false},{"title":"02_HOG算法原理.md <span style='color:#111;'> 6.45KB </span>","children":null,"spread":false},{"title":"14_虚函数详解.md <span style='color:#111;'> 6.27KB </span>","children":null,"spread":false},{"title":"25_strcpy_strncpy_memcpy的区别.md <span style='color:#111;'> 6.16KB </span>","children":null,"spread":false},{"title":"29_k-means和GMM的区别与联系.md <span style='color:#111;'> 6.14KB </span>","children":null,"spread":false},{"title":"09_为什么输入网络前要对图像做归一化.md <span style='color:#111;'> 6.10KB </span>","children":null,"spread":false},{"title":"41_CascadeRCNN本质解决了什么问题.md <span style='color:#111;'> 6.05KB </span>","children":null,"spread":false},{"title":"36_为什么要内存对齐.md <span style='color:#111;'> 5.98KB </span>","children":null,"spread":false},{"title":"46_LSTM介绍理解.md <span style='color:#111;'> 5.95KB </span>","children":null,"spread":false},{"title":"29_哈希冲突和解决方法.md <span style='color:#111;'> 5.94KB </span>","children":null,"spread":false},{"title":"34_ID3_C4.5_CART算法总结与对比.md <span style='color:#111;'> 5.80KB </span>","children":null,"spread":false},{"title":"45_LDA算法原理.md <span style='color:#111;'> 5.73KB </span>","children":null,"spread":false},{"title":"07_ReLU函数在0处不可导，为什么还能用.md <span style='color:#111;'> 5.66KB </span>","children":null,"spread":false},{"title":"11_三种主要集成学习思想简介.md <span style='color:#111;'> 5.38KB </span>","children":null,"spread":false},{"title":"24_卷积网络中的卷积与互相关的那点事.md <span style='color:#111;'> 5.36KB </span>","children":null,"spread":false},{"title":"58_线性回归损失函数为什么要用平方形式.md <span style='color:#111;'> 5.24KB </span>","children":null,"spread":false},{"title":"20_随机森林思想.md <span style='color:#111;'> 5.05KB </span>","children":null,"spread":false},{"title":"40_解释 ROI Pooling 和 ROI Align 的区别.md <span style='color:#111;'> 5.05KB </span>","children":null,"spread":false},{"title":"06_三种常见的激活函数.md <span style='color:#111;'> 4.93KB </span>","children":null,"spread":false},{"title":"01_LR和SVM的比较.md <span style='color:#111;'> 4.83KB </span>","children":null,"spread":false},{"title":"49_判别式模型和生成式模型.md <span style='color:#111;'> 4.82KB </span>","children":null,"spread":false},{"title":"35_内存泄漏是什么.md <span style='color:#111;'> 4.80KB </span>","children":null,"spread":false},{"title":"15_Hough变换检测直线与圆的原理.md <span style='color:#111;'> 4.77KB </span>","children":null,"spread":false},{"title":"74_sort自定义排序.md <span style='color:#111;'> 4.71KB </span>","children":null,"spread":false},{"title":"12_常见的三种图像插值方法.md <span style='color:#111;'> 4.63KB </span>","children":null,"spread":false},{"title":"05_NMS详细工作机制及代码实现.md <span style='color:#111;'> 4.48KB </span>","children":null,"spread":false},{"title":"17_bagging算法思想及与DNN中的dropout思想的一致性.md <span style='color:#111;'> 4.38KB </span>","children":null,"spread":false},{"title":"11_梯度消失和爆炸以及解决方法.md <span style='color:#111;'> 4.18KB </span>","children":null,"spread":false},{"title":"31_c++中的左值引用与右值引用.md <span style='color:#111;'> 3.96KB </span>","children":null,"spread":false},{"title":"01_用天平找次品.md <span style='color:#111;'> 3.91KB </span>","children":null,"spread":false},{"title":"59_逻辑回归与线性回归之间的异同.md <span style='color:#111;'> 3.82KB </span>","children":null,"spread":false},{"title":"14_开操作与闭操作.md <span style='color:#111;'> 3.62KB </span>","children":null,"spread":false},{"title":"50_引用作为函数参数和返回值的好处.md <span style='color:#111;'> 3.58KB </span>","children":null,"spread":false},{"title":"22_CNN网络各种层的FLOPs和参数量paras计算.md <span style='color:#111;'> 3.54KB </span>","children":null,"spread":false},{"title":"24_sizeof与strlen的区别.md <span style='color:#111;'> 3.48KB </span>","children":null,"spread":false},{"title":"15_纯虚函数.md <span style='color:#111;'> 3.24KB </span>","children":null,"spread":false},{"title":"46_深拷贝与浅拷贝的区别.md <span style='color:#111;'> 3.19KB </span>","children":null,"spread":false},{"title":"55_函数指针和指针函数的区别.md <span style='color:#111;'> 3.05KB </span>","children":null,"spread":false},{"title":"12_delete和delete[]的区别.md <span style='color:#111;'> 2.84KB </span>","children":null,"spread":false},{"title":"33_决策树的原理以及决策树如何生成.md <span style='color:#111;'> 2.79KB </span>","children":null,"spread":false},{"title":"56_数组指针和指针数组的区别.md <span style='color:#111;'> 2.68KB </span>","children":null,"spread":false},{"title":"54_常量指针和指针常量的区别.md <span style='color:#111;'> 2.65KB </span>","children":null,"spread":false},{"title":"16_析构函数.md <span style='color:#111;'> 2.62KB </span>","children":null,"spread":false},{"title":"14_CNN在图像上表现好的原因.md <span style='color:#111;'> 2.47KB </span>","children":null,"spread":false},{"title":"32_为什么用F1-score.md <span style='color:#111;'> 2.46KB </span>","children":null,"spread":false},{"title":"46_PCA与LDA比较.md <span style='color:#111;'> 2.42KB </span>","children":null,"spread":false},{"title":"37_全局变量和局部变量的区别.md <span style='color:#111;'> 2.39KB </span>","children":null,"spread":false},{"title":"44_特征融合concat和add的区别.md <span style='color:#111;'> 2.38KB </span>","children":null,"spread":false},{"title":"52_虚函数可以声明为inline吗.md <span style='color:#111;'> 2.27KB </span>","children":null,"spread":false},{"title":"23_弄明白感受野大小的计算问题.md <span style='color:#111;'> 2.13KB </span>","children":null,"spread":false},{"title":"11_new&delete与malloc&free 之间的关系与区别.md <span style='color:#111;'> 1.88KB </span>","children":null,"spread":false},{"title":"19_如何从偏差和方差的角度解释bagging和boosting的原理.md <span style='color:#111;'> 1.76KB </span>","children":null,"spread":false},{"title":"75_快速幂.md <span style='color:#111;'> 1.29KB </span>","children":null,"spread":false},{"title":"38_了解全卷积网络FCN.md <span style='color:#111;'> 1.10KB </span>","children":null,"spread":false},{"title":"02_incluede后面使用双引号和尖括号的区别.md <span style='color:#111;'> 941B </span>","children":null,"spread":false},{"title":"17_图像拼接原理介绍.pdf <span style='color:#111;'> 2.37MB </span>","children":null,"spread":false},{"title":"34_简述CNN分类网络的演变脉络及各自的贡献与特点.pdf <span style='color:#111;'> 1.88MB </span>","children":null,"spread":false},{"title":"14_虚函数详解.pdf <span style='color:#111;'> 1.35MB </span>","children":null,"spread":false},{"title":"44_PCA算法原理.pdf <span style='color:#111;'> 1.29MB </span>","children":null,"spread":false},{"title":"08_Pooling层的作用以及如何进行反向传播.pdf <span style='color:#111;'> 1.26MB </span>","children":null,"spread":false},{"title":"18_图像配准.pdf <span style='color:#111;'> 1.24MB </span>","children":null,"spread":false},{"title":"57_机器学习中常用的损失函数一览.pdf <span style='color:#111;'> 1.23MB </span>","children":null,"spread":false},{"title":"63_7种经典的排序算法原理及C++实现.pdf <span style='color:#111;'> 1.22MB </span>","children":null,"spread":false},{"title":"01_LBP算法原理.pdf <span style='color:#111;'> 1.22MB </span>","children":null,"spread":false},{"title":"12_Adaboost_GBDT_XGBoost算法原理.pdf <span style='color:#111;'> 1.17MB </span>","children":null,"spread":false},{"title":"04_BN层的深入理解.pdf <span style='color:#111;'> 1.13MB </span>","children":null,"spread":false},{"title":"03_FAST、BRIEF、ORB算法原理.pdf <span style='color:#111;'> 1.04MB </span>","children":null,"spread":false},{"title":"03_代码实现卷积操作.pdf <span style='color:#111;'> 1.04MB </span>","children":null,"spread":false},{"title":"48_各种卷积方式串讲.pdf <span style='color:#111;'> 1.01MB </span>","children":null,"spread":false},{"title":"38_了解全卷积网络FCN.pdf <span style='color:#111;'> 1017.10KB </span>","children":null,"spread":false},{"title":"10_理清深度学习优化函数发展脉络.pdf <span style='color:#111;'> 991.67KB </span>","children":null,"spread":false},{"title":"08_边缘检测算子有哪些以及它们之间的对比.pdf <span style='color:#111;'> 988.73KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]