# CaptainBlackboard

**Repository Path**: captainscott/CaptainBlackboard

## Basic Information

- **Project Name**: CaptainBlackboard
- **Description**: 我的一些技术总结和学习笔记
- **Primary Language**: C++
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-11-02
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 船长黑板报

**输出的才是自己的**，本黑板报专门记录一些船长在工作学习中的一些心得体会

欢迎各路朋友提Pull Request，或者拍砖、改错别字都欢迎～

## 目录（注：列且仅列已经完成的）

[D#0001-undefined_reference_to_XXX](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230001-undefined_reference_to_XXX/D%230001.md)

[D#0002-hack_your_printf](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230002-hack_your_printf/D%230002.md)

[D#0003-optimizing_cosine_distance_searching_in_a_million_feature-set](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230003-optimizing_cosine_distance_searching_in_a_million_feature-set/D%230003.md)

[D#0004-depthwise_separable_convolutions_in_mobilenet](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230004-depthwise_separable_convolutions_in_mobilenet/D%230004.md)

[D#0005-separable_convolutions_in_image_processing](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230005-separable_convolutions_in_image_processing/D%230005.md)

[D#0006-protect_my_function](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230006-protect_my_function/D%230006.md)

[D#0007-compile_git_commit_sha1_into_elf](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230007-compile_git_commit_sha1_into_elf/D%230007.md)

[D#0008-拉格朗日乘子法](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230008-%E6%8B%89%E6%A0%BC%E6%9C%97%E6%97%A5%E4%B9%98%E5%AD%90%E6%B3%95/D%230008.md)

[D#0009-SVM](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230009-SVM/D%230009.md)

[D#0010-从线性回归到对率回归到Softmax激活函数](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230010-%E4%BB%8E%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92%E5%88%B0%E5%AF%B9%E7%8E%87%E5%9B%9E%E5%BD%92%E5%88%B0Softmax%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0/D%230010.md)

[D#0011-kNN](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230011-kNN/D%230011.md)

[D#0012-为什么选交叉熵作为分类问题的损失函数](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230012-%E4%B8%BA%E4%BB%80%E4%B9%88%E9%80%89%E4%BA%A4%E5%8F%89%E7%86%B5%E4%BD%9C%E4%B8%BA%E5%88%86%E7%B1%BB%E9%97%AE%E9%A2%98%E7%9A%84%E6%8D%9F%E5%A4%B1%E5%87%BD%E6%95%B0/D%230012.md)

[D#0013-深度学习调参常用方法总结](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230013-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E8%B0%83%E5%8F%82%E5%B8%B8%E7%94%A8%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93/D%230013.md)

[D#0014-数据降维常用方法总结(LDA,PCA)](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230014-%E6%95%B0%E6%8D%AE%E9%99%8D%E7%BB%B4%E5%B8%B8%E7%94%A8%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93(LDA%2CPCA)/D%230014.md)

[D#0015-深度学习常用损失函数](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230015-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%B8%B8%E7%94%A8%E6%8D%9F%E5%A4%B1%E5%87%BD%E6%95%B0/D%230015.md)

[D#0016-深度学习中不平衡样本的处理](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230016-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E4%B8%8D%E5%B9%B3%E8%A1%A1%E6%A0%B7%E6%9C%AC%E7%9A%84%E5%A4%84%E7%90%86/D%230016.md)

[D#0017-MTCNN和FaceBoxes](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230017-MTCNN%E5%92%8CFaceBoxes/D%230017.md)

[D#0019-DeepID1,DeepID2,DeepID2+和DeepID3](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230019-DeepID1%2CDeepID2%2CDeepID2%2B%E5%92%8CDeepID3/D%230019.md)

[D#0020-Batch-Normalization层原理与分析](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230020-Batch-Normalization%E5%B1%82%E5%8E%9F%E7%90%86%E4%B8%8E%E5%88%86%E6%9E%90/D%230020.md)

[D#0021-机器学习中的过拟合及其解决办法](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230021-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E8%BF%87%E6%8B%9F%E5%90%88%E5%8F%8A%E5%85%B6%E8%A7%A3%E5%86%B3%E5%8A%9E%E6%B3%95/D%230021.md)

[D#0023-CNN模型计算量估计](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230023-CNN%E6%A8%A1%E5%9E%8B%E8%AE%A1%E7%AE%97%E9%87%8F%E4%BC%B0%E8%AE%A1/D%230023.md)

[D#0024-CNN模型内存访问估计](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230024-CNN%E6%A8%A1%E5%9E%8B%E5%86%85%E5%AD%98%E8%AE%BF%E9%97%AE%E4%BC%B0%E8%AE%A1/D%230024.md)

[D#0025-CNN中使用卷积代替全连接](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230025-CNN%E4%B8%AD%E4%BD%BF%E7%94%A8%E5%8D%B7%E7%A7%AF%E4%BB%A3%E6%9B%BF%E5%85%A8%E8%BF%9E%E6%8E%A5/D%230025.md)

[D#0026-深度学习检测小目标常用方法](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230026-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A3%80%E6%B5%8B%E5%B0%8F%E7%9B%AE%E6%A0%87%E5%B8%B8%E7%94%A8%E6%96%B9%E6%B3%95/D%230026.md)

[D#0027-聊聊2017 ImageNet夺冠的SENet](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230027-%E8%81%8A%E8%81%8A2017%20ImageNet%E5%A4%BA%E5%86%A0%E7%9A%84SENet/D%230027.md)

[D#0028-再聊SENet的孪生兄弟SKNet](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230028-%E5%86%8D%E8%81%8ASENet%E7%9A%84%E5%AD%AA%E7%94%9F%E5%85%84%E5%BC%9FSKNet/D%230028.md)

[D#0029-CV中的注意力机制](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230029-CV%E4%B8%AD%E7%9A%84%E6%B3%A8%E6%84%8F%E5%8A%9B%E6%9C%BA%E5%88%B6/D%230029.md)

[D#0030-类MTCNN的360RIP人脸检测器PCN](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230030-%E7%B1%BBMTCNN%E7%9A%84360RIP%E4%BA%BA%E8%84%B8%E6%A3%80%E6%B5%8B%E5%99%A8PCN/D%230030.md)

[D#0031-知识蒸馏Knowledge-Distillation](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230031-%E7%9F%A5%E8%AF%86%E8%92%B8%E9%A6%8FKnowledge-Distillation/D%230031.md)

[D#0032-CNN可视化之类激活热力图Grad-CAM](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230032-CNN%E5%8F%AF%E8%A7%86%E5%8C%96%E4%B9%8B%E7%B1%BB%E6%BF%80%E6%B4%BB%E7%83%AD%E5%8A%9B%E5%9B%BEGrad-CAM/D%230032.md)

[D#0033-一些分类网络的训练技巧](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230033-%E4%B8%80%E4%BA%9B%E5%88%86%E7%B1%BB%E7%BD%91%E7%BB%9C%E7%9A%84%E8%AE%AD%E7%BB%83%E6%8A%80%E5%B7%A7/D%230033.md)

[D#0034-火箭发射：阿里巴巴的轻量网络训练方法](https://github.com/Captain1986/CaptainBlackboard/blob/master/D%230034-%E7%81%AB%E7%AE%AD%E5%8F%91%E5%B0%84%EF%BC%9A%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E7%9A%84%E8%BD%BB%E9%87%8F%E7%BD%91%E7%BB%9C%E8%AE%AD%E7%BB%83%E6%96%B9%E6%B3%95/D%230034.md)

## 联系方式

+ Email: dupeng63@163.com

+ 微信: zsdpdwxh

## 转载须知

**如需转载，请著名原作者“船长”和原文链接**