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<h2 class="post-list__post-title post-title"><a href="/2019/11/22/3-steps-to-update-parameters-of-Faster-R-CNN-SSD-models-in-TensorFlow-Object-Detection-API/" title="link to post.title">3 steps to update parameters of Faster R-CNN/SSD models in TensorFlow Object Detection API</a></h2>
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source
3 steps
Decide the parameter to be updated (from model config file)
Search for the given parameter in the repository
Analyze the proto file (to find parameters can be finetuned)
some parameter
…
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<div class="post-list__meta"><time datetime="2019-11-22T07:55:54.000Z" class="post-list__meta--date date">2019-11-22</time> • <span class="post-list__meta--tags tags">于
<a class="tag-link" href="/tags/stduy-notes-deep-learning/" rel="tag">stduy_notes, deep_learning</a>
</span><a class="btn-border-small" href="/2019/11/22/3-steps-to-update-parameters-of-Faster-R-CNN-SSD-models-in-TensorFlow-Object-Detection-API/">继续阅读</a></div>
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<h2 class="post-list__post-title post-title"><a href="/2019/11/21/StateOfTheArtObjectDetectionUseTheseTop3DataAugmentationsAndGoogleBrainsOptimal/" title="link to post.title">StateOfTheArtObjectDetectionUseTheseTop3DataAugmentationsAndGoogleBrainsOptimal</a></h2>
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@TOC
经作者测试，三种最好的数据增强方法如下：
A: 旋转
B: 均衡化
C: 边界框沿着Y轴移动
作者还提供了在tensorflow上实现的代码，见 autoaugment_utils.py
除此以外，作者还总结了以下几条策略：
图像分类的技巧并不适用于目标检测————收益太小
上述三种增强方法
增强改进了权重的L2范数
上述数据增强方法对小物体特别有效
链接
论文地址
转载
…
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<div class="post-list__meta"><time datetime="2019-11-21T13:26:46.000Z" class="post-list__meta--date date">2019-11-21</time> • <span class="post-list__meta--tags tags">于
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</span><a class="btn-border-small" href="/2019/11/21/StateOfTheArtObjectDetectionUseTheseTop3DataAugmentationsAndGoogleBrainsOptimal/">继续阅读</a></div>
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<h2 class="post-list__post-title post-title"><a href="/2019/11/20/TheMasteryofPandas/" title="link to post.title">TheMasteryofPandas</a></h2>
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title: The Mastery of Pandasdate: 2019-11-20 13:12:18tags: study-notes
source:
The Mastery of pandas Part I
The Mastery of pandas Part II
DataFrame Attributes
head(n): 返回前n行或后n行数据，n默认5
info(): 返回概要
…
</p>
<div class="post-list__meta"><time datetime="2019-11-20T05:12:18.000Z" class="post-list__meta--date date">2019-11-20</time> • <span class="post-list__meta--tags tags">于
<a class="tag-link" href="/tags/study-notes/" rel="tag">study_notes</a>
</span><a class="btn-border-small" href="/2019/11/20/TheMasteryofPandas/">继续阅读</a></div>
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<h2 class="post-list__post-title post-title"><a href="/2019/11/09/hello-world/" title="link to post.title">Hello World</a></h2>
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Welcome to Hexo! This is your very first post. Check documentation for more info. If you get any problems when using Hexo, you can find the answer in troubleshooting or you can ask me on GitHub.
Quick
…
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<div class="post-list__meta"><time datetime="2019-11-09T04:23:50.136Z" class="post-list__meta--date date">2019-11-09</time> • <span class="post-list__meta--tags tags">于 </span><a class="btn-border-small" href="/2019/11/09/hello-world/">继续阅读</a></div>
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