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<h1 id="Recent-work"><a href="#Recent-work" class="headerlink" title="Recent work"></a>Recent work</h1><h2 id="Speedy-object-detection"><a href="#Speedy-object-detection" class="headerlink" title="Speedy object detection"></a>Speedy object detection</h2><p>related work:</p>
<ul>
<li>yolov2</li>
<li>mask r-cnn</li>
<li>instance segmentation</li>
</ul>
<h3 id="任务"><a href="#任务" class="headerlink" title="任务"></a>任务</h3><p>1.add a instance segmentation branch to yolov2 </p>
<blockquote>
<p>在yolo划分出来的每个小grid中进行一部分的seg(感觉不太科学),总之就是加seg,且要求speed/acc trade-off合理<br>yolov2是single stage的方法,同SSD,而RCNN类的都是two stage 的方法,想要学习mask rcnn中的方法给yolo加个segmentation的branch,感觉有点难?</p>
</blockquote>
<p>todo-list:</p>
<ul>
<li style="list-style: none"><input type="checkbox" checked> read and analyse the paper of YOLOv2 and mask rcnn</li>
<li style="list-style: none"><input type="checkbox"> read and analyse the code of YOLOv2 and mask rcnn which inplemented by Pytorch or TF(hard)</li>
<li style="list-style: none"><input type="checkbox"> try to add a instance segmentation branch to YOLOv2,like mask rcnn do to faster rcnn</li>
</ul>
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<h1 id="Paper-Notes-of-YOLO-and-Mask-R-CNN"><a href="#Paper-Notes-of-YOLO-and-Mask-R-CNN" class="headerlink" title="Paper Notes of YOLO and Mask R-CNN"></a>Paper Notes of YOLO and Mask R-CNN</h1><h2 id="Material"><a href="#Material" class="headerlink" title="Material"></a>Material</h2><h3 id="YOLO"><a href="#YOLO" class="headerlink" title="YOLO:"></a>YOLO:</h3><ul>
<li><a href="https://arxiv.org/abs/1506.02640" target="_blank" rel="noopener">YOLO</a></li>
<li><a href="http://blog.csdn.net/u010167269/article/details/52638771" target="_blank" rel="noopener">论文阅读YOLO</a></li>
<li>YOLOv2: <a href="https://arxiv.org/abs/1612.08242]" target="_blank" rel="noopener"> YOLO: Real-Time Object Detection - Joseph Redmon</a></li>
<li><a href="https://zhuanlan.zhihu.com/p/25167153" target="_blank" rel="noopener">YOLOv2 详解 </a></li>
<li><a href="http://blog.csdn.net/jesse_mx/article/details/53925356" target="_blank" rel="noopener">YOLOv2 论文笔记</a></li>
<li>code: <a href="https://github.com/longcw/yolo2-pytorch" target="_blank" rel="noopener">YOLOv2 in PyTorch
</a></li>
</ul>
<h3 id="RCNN"><a href="#RCNN" class="headerlink" title="RCNN:"></a>RCNN:</h3><ul>
<li><a href="https://arxiv.org/abs/1703.06870" target="_blank" rel="noopener">Mask R-CNN</a></li>
<li>code:<a href="https://github.com/matterport/Mask_RCNN" target="_blank" rel="noopener">Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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