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<span class="post-meta-item-text">发表于</span>
<time title="创建时间：2024-01-26 09:29:03 / 修改时间：23:41:05" itemprop="dateCreated datePublished" datetime="2024-01-26T09:29:03+08:00">2024-01-26</time>
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<h3
id="videomae-v2-scaling-video-masked-autoencoders-with-dual-masking1"><span
class="math inline">\(VideoMAE\ v2: Scaling\ Video\ Masked\
Autoencoders\ with\ Dual\ Masking^{[1]}\)</span> 🎞️</h3>
<blockquote>
<p>作者们是来自南大 Novel Software Technology Lab、上海AI
Lab和深圳先进院的团队，论文出处[1]: Wang, Limin, et al. "Videomae v2:
Scaling video masked autoencoders with dual masking." Proceedings of the
IEEE/CVF Conference on Computer Vision and Pattern Recognition.
2023.</p>
</blockquote>
<h3 id="总结">总结：</h3>
<p>以下 “我们”指作者</p>
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<span class="post-meta-item-text">发表于</span>
<time title="创建时间：2024-01-24 23:25:08" itemprop="dateCreated datePublished" datetime="2024-01-24T23:25:08+08:00">2024-01-24</time>
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<span class="post-meta-item-text">更新于</span>
<time title="修改时间：2024-01-26 21:38:58" itemprop="dateModified" datetime="2024-01-26T21:38:58+08:00">2024-01-26</time>
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<h2 id="yolo-系列论文">YOLO 系列论文</h2>
<p>开头说几句题外话：这几天想了想，打算用Blog来记录一下看到的论文，给自己一个督促。现在AI发展日新月异，尤其是ChatGPT出来之后，各种新的论文太多了，都不知道从哪里开始看，有点眼花缭乱，思来想去，还是一步一步来，从经典论文开始，当然也会看新的热度很高的论文，通过这种方式，来一点一点的进步吧。不积跬步无以至千里；千里之行，始于足下。加油！！！只要想做，什么时候都不算晚！！🏃</p>
<h3 id="you-only-look-once-unified-real-time-object-detection1"><span
class="math inline">\(You\ Only\ Look\ Once: Unified, Real-Time\ Object\
Detection^{[1]}\)</span>🚀</h3>
<blockquote>
<p>作者是来自U of Washington、Allen Institute for AI和FAIR,包括Joseph
Redmon、Santosh Divvalala、Ross Girshick 等。论文出处：[1]Redmon, Joseph
et al. “You Only Look Once: Unified, Real-Time Object Detection.” 2016
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
(2015): 779-788.</p>
</blockquote>
<h3 id="总结">总结：</h3>
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<p>Welcome to <a target="_blank" rel="noopener" href="https://hexo.io/">Hexo</a>! This is your very
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>>>>>>> 463d6d782ffecd2a65ab35b14bcce8db8bde5d3f
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<h3 id="sshkey-记录">sshKey 记录</h3>
<p>今天传代码的时候，发现一直报连接超时，kex_exchange_identification:
Connection closed by remote host，Please make sure you have the correct
access rights and the repository exists.
突然又郁闷了。搜了一圈之后，发现好像是远程密钥的问题。在出现Are you sure
want to continue connecting (yes/no/[fingerprint])?
的时候，输入yes，然后就OK了。</p>
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<h3 id="部署博客方式">部署博客方式</h3>
<ol type="1">
<li>部署在 Vercel,Netlify 这样的免费平台上</li>
<li>部署在 Github Pages 上,
是用gh-pages分支来部署的，xxx.github.io可以用来做个人主页介绍，gh-pages用来做博客</li>
</ol>
<h4 id="部署在-vercel-上的博客">部署在 Vercel 上的博客</h4>
<ol type="1">
<li><p>可以通过和github账号关联，一键部署，很方便</p></li>
<li><p>在本地安装vercel， 通过vercel的命令行工具，来实现部署</p></li>
<li><p>遇到的问题，vercel易被DNS污染，正常访问打不开，看到有帖子说可以买个域名弄一下，有钱了再买个域名玩一玩,
😭</p></li>
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<h3
id="趁着这个计算神经科学的课用一用git">趁着这个计算神经科学的课，用一用git</h3>
<p>主要的流程是：</p>
<ul>
<li><code>git init</code> 初始化</li>
<li><code>git add .</code> 加载所有文件</li>
<li><code>git commit -m "first commit"</code></li>
<li><code>git branch -M main</code> 将主分支名字由master 改为main</li>
<li><code>git remote add origin github.com/xxx/xxx.git</code>
后面的这个链接名字换成了 origin</li>
<li><code>git push -u origin main</code> 传到origin的main分支上
,用这个命令也行，<code>git push --set-upstream origin xxx</code></li>
</ul>
<p>如果代码或者文件有修改，可以用git status 查看改动的文件，用git add
<filename> 添加文件到缓存区，git add . 是一次性添加所有文件，然后
<code>git commit -m "first commit"</code> 提交到本地仓库，git push
提交到远程仓库。</p>
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<h3 id="transformer">Transformer</h3>
<p>两种注意力评分： 加性注意力和缩放点积注意力</p>
<h4 id="向量化">向量化:</h4>
<p>Q 为
nxd维，K为mxd维，V为mxv维，n,m为query个数和键值对的个数。d,v为值的维数。</p>
<h4
id="nnconv2d卷积操作的特征图的尺寸计算">nnConv2d卷积操作的特征图的尺寸计算</h4>
<p>经过卷积后的特征图尺寸等于卷积核滑动的次数 +
1，现在假设卷积前的特征图宽度为N，卷积后输出的特征图宽度为M
，padding之后的矩阵宽度等于N+2*padding 。卷积核的滑动次数等于 M-1</p>
<p><span class="math display">\[ N+2{\times}padding =
(M-1){\times}strides +kernel\_size \]</span> 输出矩阵的宽度</p>
<p><span class="math display">\[M = (N + 2* padding -
kernel\_size)/stride + 1 \]</span></p>
<p>[知乎链接]https://zhuanlan.zhihu.com/p/163017446</p>
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<h2 id="sleap">Sleap</h2>
<h3 id="train">Train</h3>
<p>sleap-train path/to/your/training_profile.json
another/path/to/labels.pkg.slp</p>
<h3 id="inference">Inference</h3>
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