Skip to content

P
PaddleSlim

PaddlePaddle / PaddleSlim
1 年多 前同步成功

通知 51
Star 1434
Fork 344
P
PaddleSlim
切换分支/标签
查找文件 普通视图历史永久链接Permalink
index.html 25.4 KB
Newer Older
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 
<!DOCTYPE html>
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
<head>
  <meta charset="utf-8">
  <meta http-equiv="X-UA-Compatible" content="IE=edge">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  
  
  <link rel="shortcut icon" href="../img/favicon.ico">
  <title>模型库2 - PaddleSlim Docs</title>
  <link href='https://fonts.googleapis.com/css?family=Lato:400,700|Roboto+Slab:400,700|Inconsolata:400,700' rel='stylesheet' type='text/css'>

  <link rel="stylesheet" href="../css/theme.css" type="text/css" />
  <link rel="stylesheet" href="../css/theme_extra.css" type="text/css" />
  <link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/github.min.css">
  
  <script>
    // Current page data
    var mkdocs_page_name = "\u6a21\u578b\u5e932";
    var mkdocs_page_input_path = "model_zoo2.md";
    var mkdocs_page_url = null;
  </script>
  
  <script src="../js/jquery-2.1.1.min.js" defer></script>
  <script src="../js/modernizr-2.8.3.min.js" defer></script>
  <script src="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/highlight.min.js"></script>
  <script>hljs.initHighlightingOnLoad();</script> 
  
</head>

<body class="wy-body-for-nav" role="document">

  <div class="wy-grid-for-nav">

    
    <nav data-toggle="wy-nav-shift" class="wy-nav-side stickynav">
      <div class="wy-side-nav-search">
        <a href=".." class="icon icon-home"> PaddleSlim Docs</a>
        <div role="search">
  <form id ="rtd-search-form" class="wy-form" action="../search.html" method="get">
    <input type="text" name="q" placeholder="Search docs" title="Type search term here" />
  </form>
</div>
      </div>

      <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
	<ul class="current">
	  
          
            <li class="toctree-l1">
		
    <a class="" href="..">Home</a>
	    </li>
          
            <li class="toctree-l1">
		
    <span class="caption-text">API</span>
    <ul class="subnav">
                <li class="">
                    
    <a class="" href="../api/quantization_api/">量化</a>
                </li>
                <li class="">
                    
    <a class="" href="../api/prune_api/">剪枝与敏感度</a>
                </li>
                <li class="">
                    
    <a class="" href="../api/analysis_api/">模型分析</a>
                </li>
                <li class="">
                    
    <a class="" href="../api/single_distiller_api/">知识蒸馏</a>
                </li>
                <li class="">
                    
    <a class="" href="../api/nas_api/">SA搜索</a>
                </li>
                <li class="">
                    
    <a class="" href="../api/search_space/">搜索空间</a>
                </li>
                <li class="">
                    
    <a class="" href="../table_latency/">硬件延时评估表</a>
                </li>
    </ul>
	    </li>
          
            <li class="toctree-l1">
		
    <span class="caption-text">教程</span>
    <ul class="subnav">
                <li class="">
                    
    <a class="" href="../tutorials/quant_post_demo/">离线量化</a>
                </li>
                <li class="">
                    
    <a class="" href="../tutorials/quant_aware_demo/">量化训练</a>
                </li>
                <li class="">
                    
    <a class="" href="../tutorials/quant_embedding_demo/">Embedding量化</a>
                </li>
                <li class="">
                    
    <a class="" href="../tutorials/nas_demo/">SA搜索</a>
                </li>
                <li class="">
                    
    <a class="" href="../tutorials/distillation_demo/">知识蒸馏</a>
                </li>
    </ul>
	    </li>
          
            <li class="toctree-l1">
		
    <a class="" href="../algo/algo/">算法原理</a>
	    </li>
          
            <li class="toctree-l1">
		
    <a class="" href="../model_zoo/">模型库</a>
	    </li>
          
            <li class="toctree-l1 current">
		
    <a class="current" href="./">模型库2</a>
    <ul class="subnav">
            
    <li class="toctree-l2"><a href="#1">1. 量化</a></li>
    
        <ul>
        
            <li><a class="toctree-l3" href="#11">1.1 图象分类</a></li>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
139 
            <li><a class="toctree-l3" href="#12">1.2 目标检测</a></li>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 
        
            <li><a class="toctree-l3" href="#13">1.3 图像分割</a></li>
        
        </ul>
    

    <li class="toctree-l2"><a href="#2">2. 剪枝</a></li>
    
        <ul>
        
            <li><a class="toctree-l3" href="#21">2.1 图像分类</a></li>
        
            <li><a class="toctree-l3" href="#22">2.2 目标检测</a></li>
        
            <li><a class="toctree-l3" href="#23">2.3 图像分割</a></li>
        
        </ul>
    

    <li class="toctree-l2"><a href="#3">3. 蒸馏</a></li>
    
        <ul>
        
            <li><a class="toctree-l3" href="#31">3.1 图象分类</a></li>
        
            <li><a class="toctree-l3" href="#32">3.2 目标检测</a></li>
        
        </ul>
    

    </ul>
	    </li>
          
        </ul>
      </div>
      &nbsp;
    </nav>

    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">

      
      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
        <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
        <a href="..">PaddleSlim Docs</a>
      </nav>

      
      <div class="wy-nav-content">
        <div class="rst-content">
          <div role="navigation" aria-label="breadcrumbs navigation">
  <ul class="wy-breadcrumbs">
    <li><a href="..">Docs</a> &raquo;</li>
    
      
    
    <li>模型库2</li>
    <li class="wy-breadcrumbs-aside">
      
        <a href="https://github.com/PaddlePaddle/PaddleSlim/edit/master/docs/model_zoo2.md"
          class="icon icon-github"> Edit on GitHub</a>
      
    </li>
  </ul>
  <hr/>
</div>
          <div role="main">
            <div class="section">
              
                <h2 id="1">1. 量化<a class="headerlink" href="#1" title="Permanent link">#</a></h2>
<h3 id="11">1.1 图象分类<a class="headerlink" href="#11" title="Permanent link">#</a></h3>
<p>数据集：ImageNet1000类</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
215 
<th align="center">压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
216 217 
<th align="center">Top-1/Top-5</th>
<th align="center">模型大小（MB）</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
218 
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
219 220 221 222 
</tr>
</thead>
<tbody>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
223 224 
<td align="center">MobileNetV1</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
225 
<td align="center">70.99%/89.68%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
226 
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
227 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
228 229 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
230 231 
<td align="center">MobileNetV1</td>
<td align="center">quant_psot</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
232 233 234 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
235 236 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
237 238 
<td align="center">MobileNetV1</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
239 240 241 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
242 243 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
244 245 
<td align="center">MobileNetV2</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
246 
<td align="center">72.15%/90.65%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
247 
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
248 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
249 250 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
251 252 
<td align="center">MobileNetV2</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
253 254 255 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
256 257 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
258 259 
<td align="center">MobileNetV2</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
260 261 262 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
263 264 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
265 266 
<td align="center">ResNet50</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
267 
<td align="center">76.50%/93.00%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
268 
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
269 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
270 271 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
272 273 
<td align="center">ResNet50</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
274 275 276 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
277 278 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
279 280 
<td align="center">ResNet50</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
281 282 283 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
284 285 286 
</tr>
</tbody>
</table>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
287 
<h3 id="12">1.2 目标检测<a class="headerlink" href="#12" title="Permanent link">#</a></h3>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
288 289 290 291 292 
<p>数据集：COCO 2017 </p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
293 
<th align="center">压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
294 
<th align="center">Image/GPU</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
295 296 297 
<th align="center">输入608 Box AP</th>
<th align="center">输入416 Box AP</th>
<th align="center">输入320 Box AP</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
298 
<th align="center">模型大小(MB)</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
299 
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
300 301 302 303 
</tr>
</thead>
<tbody>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
304 305 
<td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
306 
<td align="center">8</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
307 308 309 
<td align="center">29.3</td>
<td align="center">29.3</td>
<td align="center">27.1</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
310 
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
311 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
312 313 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
314 315 
<td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
316 317 318 319 320 321 
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
322 323 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
324 325 
<td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
326 327 328 329 330 331 
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
332 333 334 
</tr>
<tr>
<td align="center">R50-dcn-YOLOv3 FP32</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
335 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
336 337 338 339 340 341 
<td align="center">8</td>
<td align="center">41.4</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
342 343 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
344 345 
<td align="center">R50-dcn-YOLOv3</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
346 347 348 349 350 351 
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
352 353 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
354 355 
<td align="center">R50-dcn-YOLOv3</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
356 357 358 359 360 361 
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
362 363 364 
</tr>
</tbody>
</table>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
365 
<p>数据集：WIDER-FACE</p>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
366 367 368 369 
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
370 
<th align="center">压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
371 
<th align="center">Image/GPU</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
372 373 374 375 
<th align="center">输入尺寸</th>
<th align="center">Easy/Medium/Hard</th>
<th align="center">模型大小（MB）</th>
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
376 377 378 379 
</tr>
</thead>
<tbody>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
380 381 
<td align="center">BlazeFace</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
382 
<td align="center">8</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
383 384 
<td align="center">640</td>
<td align="center">0.915/0.892/0.797</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
385 
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
386 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
387 388 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
389 390 
<td align="center">BlazeFace</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
391 392 393 394 395 
<td align="center">8</td>
<td align="center">640</td>
<td align="center">xx/xx/xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
396 397 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
398 399 
<td align="center">BlazeFace</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
400 
<td align="center">8</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
401 402 403 404 
<td align="center">640</td>
<td align="center">xx/xx/xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
405 406 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
407 408 
<td align="center">BlazeFace-Lite</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
409 
<td align="center">8</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
410 
<td align="center">640</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
411 412 413 
<td align="center">0.909/0.885/0.781</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
414 415 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
416 417 
<td align="center">BlazeFace-Lite</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
418 
<td align="center">8</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
419 
<td align="center">640</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
420 421 422 
<td align="center">xx/xx/xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
423 424 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
425 426 
<td align="center">BlazeFace-Lite</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
427 428 429 430 431 
<td align="center">8</td>
<td align="center">640</td>
<td align="center">xx/xx/xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
432 433 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
434 435 
<td align="center">BlazeFace-NAS</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
436 437 438 439 440 
<td align="center">8</td>
<td align="center">640</td>
<td align="center">0.837/0.807/0.658</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
441 442 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
443 444 
<td align="center">BlazeFace-NAS</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
445 446 447 448 449 
<td align="center">8</td>
<td align="center">640</td>
<td align="center">xx/xx/xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
450 451 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
452 453 
<td align="center">BlazeFace-NAS</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
454 455 456 457 458 
<td align="center">8</td>
<td align="center">640</td>
<td align="center">xx/xx/xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
459 460 461 462 463 464 465 466 467 
</tr>
</tbody>
</table>
<h3 id="13">1.3 图像分割<a class="headerlink" href="#13" title="Permanent link">#</a></h3>
<p>数据集：Cityscapes</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
468 
<th align="center">压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
469 470 471 
<th align="center">mIoU</th>
<th align="center">模型大小（MB）</th>
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
472 473 474 475 476 
</tr>
</thead>
<tbody>
<tr>
<td align="center">DeepLabv3+/MobileNetv1</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
477 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
478 479 480 
<td align="center">63.26</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
481 482 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
483 484 
<td align="center">DeepLabv3+/MobileNetv1</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
485 486 487 
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
488 489 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
490 491 
<td align="center">DeepLabv3+/MobileNetv1</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
492 493 494 
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
495 496 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
497 
<td align="center">DeepLabv3+/MobileNetv2</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
498 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
499 500 501 
<td align="center">69.81</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
502 503 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
504 505 
<td align="center">DeepLabv3+/MobileNetv2</td>
<td align="center">quant_post</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
506 507 508 509 510 
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
511 512 
<td align="center">DeepLabv3+/MobileNetv2</td>
<td align="center">quant_aware</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
513 514 515 
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
516 517 518 519 520 521 522 523 524 525 
</tr>
</tbody>
</table>
<h2 id="2">2. 剪枝<a class="headerlink" href="#2" title="Permanent link">#</a></h2>
<h3 id="21">2.1 图像分类<a class="headerlink" href="#21" title="Permanent link">#</a></h3>
<p>数据集：ImageNet1000类</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
526 
<th align="center">压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
527 
<th align="center">Top-1/Top-5</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
528 529 530 
<th align="center">模型大小（MB）</th>
<th align="center">FLOPs</th>
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
531 532 533 534 535 
</tr>
</thead>
<tbody>
<tr>
<td align="center">MobileNetV1</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
536 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
537 538 539 540 
<td align="center">70.99%/89.68%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
541 542 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
543 544 
<td align="center">MobileNetV1</td>
<td align="center">uniform -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
545 546 547 548 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
549 550 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
551 552 
<td align="center">MobileNetV1</td>
<td align="center">sensitive -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
553 554 555 556 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
557 558 559 
</tr>
<tr>
<td align="center">MobileNetV2</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
560 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
561 562 563 564 
<td align="center">72.15%/90.65%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
565 566 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
567 568 
<td align="center">MobileNetV2</td>
<td align="center">uniform -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
569 570 571 572 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
573 574 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
575 576 
<td align="center">MobileNetV2</td>
<td align="center">sensitive -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
577 578 579 580 
<td align="center">xx%/xx%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
581 582 583 
</tr>
<tr>
<td align="center">ResNet34</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
584 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
585 586 587 588 
<td align="center">74.57%/92.14%</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
589 590 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
591 592 
<td align="center">ResNet34</td>
<td align="center">uniform -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
593 
<td align="center">xx%/xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
594 595 
<td align="center">xx</td>
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
596 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
597 598 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
599 600 
<td align="center">ResNet34</td>
<td align="center">auto -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
601 
<td align="center">xx%/xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
602 603 
<td align="center">xx</td>
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
604 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
605 606 607 608 609 610 611 612 613 
</tr>
</tbody>
</table>
<h3 id="22">2.2 目标检测<a class="headerlink" href="#22" title="Permanent link">#</a></h3>
<p>数据集：Pasacl VOC &amp; COCO 2017</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
614 
<th>压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
615 616 
<th align="center">数据集</th>
<th align="center">Image/GPU</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
617 618 619 620 621 622 
<th align="center">输入608 mAP</th>
<th align="center">输入416 mAP</th>
<th align="center">输入320  mAP</th>
<th align="center">模型大小（MB）</th>
<th align="center">FLOPs</th>
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
623 624 625 626 627 
</tr>
</thead>
<tbody>
<tr>
<td align="center">MobileNet-V1-YOLOv3</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
628 
<td>-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
629 630 
<td align="center">Pasacl VOC</td>
<td align="center">8</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
631 632 633 634 635 636 
<td align="center">76.2</td>
<td align="center">76.7</td>
<td align="center">75.3</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
637 638 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
639 640 
<td align="center">MobileNet-V1-YOLOv3</td>
<td>uniform  -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
641 
<td align="center">Pasacl VOC</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
642 643 644 645 646 647 648 
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
649 650 651 
</tr>
<tr>
<td align="center">MobileNet-V1-YOLOv3</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
652 
<td>-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
653 
<td align="center">COCO</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
654 655 656 657 658 659 660 
<td align="center">8</td>
<td align="center">29.3</td>
<td align="center">29.3</td>
<td align="center">27.1</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
661 662 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
663 664 
<td align="center">MobileNet-V1-YOLOv3</td>
<td>uniform -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
665 
<td align="center">COCO</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
666 667 668 669 670 671 672 
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
673 674 675 
</tr>
<tr>
<td align="center">R50-dcn-YOLOv3</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
676 
<td>-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
677 
<td align="center">COCO</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
678 679 680 681 
<td align="center">8</td>
<td align="center">41.4</td>
<td align="center">-</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
682 683 
<td align="center">xx</td>
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
684 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
685 686 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
687 688 
<td align="center">R50-dcn-YOLOv3</td>
<td>uniform -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
689 690 691 692 693 
<td align="center">COCO</td>
<td align="center">8</td>
<td align="center">xx</td>
<td align="center">-</td>
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
694 695 
<td align="center">xx</td>
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
696 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
697 698 699 700 701 702 703 704 705 
</tr>
</tbody>
</table>
<h3 id="23">2.3 图像分割<a class="headerlink" href="#23" title="Permanent link">#</a></h3>
<p>数据集：Cityscapes</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
706 
<th align="center">压缩方法</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
707 708 709 710 
<th align="center">mIoU</th>
<th align="center">模型大小（MB）</th>
<th align="center">FLOPs</th>
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
711 712 713 714 715 
</tr>
</thead>
<tbody>
<tr>
<td align="center">DeepLabv3+/MobileNetv2</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
716 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
717 718 719 720 
<td align="center">69.81</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
721 722 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
723 724 
<td align="center">DeepLabv3+/MobileNetv2</td>
<td align="center">prune -xx%</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
725 
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
726 727 
<td align="center">xx</td>
<td align="center">xx</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
728 
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
729 730 731 732 733 734 735 736 737 738 
</tr>
</tbody>
</table>
<h2 id="3">3. 蒸馏<a class="headerlink" href="#3" title="Permanent link">#</a></h2>
<h3 id="31">3.1 图象分类<a class="headerlink" href="#31" title="Permanent link">#</a></h3>
<p>数据集：ImageNet1000类</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
739 
<th align="center">蒸馏 teacher</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
740 
<th align="center">baseline</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
741 
<th align="center">下载</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
742 743 744 745 746 
</tr>
</thead>
<tbody>
<tr>
<td align="center">MobileNetV1</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
747 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
748 749 750 751 
<td align="center">70.99%/89.68%</td>
<td align="center"><a href="http://paddle-imagenet-models-name.bj.bcebos.com/MobileNetV1_pretrained.tar">下载链接</a></td>
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
752 753 
<td align="center">MobileNetV1</td>
<td align="center">ResNet50_vd<sup><a href="#trans1">1</a></sup></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
754 755 
<td align="center">72.79%/90.69%</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
756 757 758 
</tr>
<tr>
<td align="center">MobileNetV2</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
759 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
760 761 762 763 
<td align="center">72.15%/90.65%</td>
<td align="center"><a href="">下载链接</a></td>
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
764 765 
<td align="center">MobileNetV2</td>
<td align="center">ResNet50_vd<sup><a href="#trans1">1</a></sup></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
766 767 
<td align="center">74.30%/91.52%</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
768 769 770 
</tr>
<tr>
<td align="center">ResNet50</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
771 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
772 773 774 775 
<td align="center">76.50%/93.00%</td>
<td align="center"><a href="">下载链接</a></td>
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
776 777 
<td align="center">ResNet50</td>
<td align="center">ResNet101<sup><a href="#trans2">2</a></sup></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
778 779 
<td align="center">77.40%/93.48%</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p><a name="trans1">  [1]</a>：<a href="https://paddle-imagenet-models-name.bj.bcebos.com/ResNet50_vd_pretrained.tar">ResNet50_vd</a>预训练模型Top-1/Top-5准确率分别为79.12%/94.44%</p>
<p>带_vd后缀代表开启了Mixup训练，Mixup相关介绍参考<a href="https://arxiv.org/abs/1710.09412">mixup: Beyond Empirical Risk Minimization</a></p>
<p><a name="trans1">[2]</a>：<a href="https://paddle-imagenet-models-name.bj.bcebos.com/ResNet101_pretrained.tar">ResNet101</a>预训练模型Top-1/Top-5准确率分别为77.56%/93.64%</p>
</div>
<h3 id="32">3.2 目标检测<a class="headerlink" href="#32" title="Permanent link">#</a></h3>
<p>数据集：Pasacl VOC &amp; COCO 2017</p>
<table>
<thead>
<tr>
<th align="center">Model</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
795 
<th align="center">蒸馏 teacher</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
796 797 
<th align="center">数据集</th>
<th align="center">Image/GPU</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
798 799 800 801 
<th align="center">输入640 mAP</th>
<th align="center">输入416 mAP</th>
<th align="center">输入320 mAP</th>
<th align="center">下载链接</th>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
802 803 804 805 806 
</tr>
</thead>
<tbody>
<tr>
<td align="center">MobileNet-V1-YOLOv3</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
807 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
808 809 
<td align="center">Pasacl VOC</td>
<td align="center">16</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
810 811 812 813 
<td align="center">76.2</td>
<td align="center">76.7</td>
<td align="center">75.3</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
814 815 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
816 817 
<td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">ResNet34-YOLOv3-VOC<sup><a href="#trans3">3</a></sup></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
818 
<td align="center">Pasacl VOC</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
819 820 821 822 823 
<td align="center">16</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
824 825 826 
</tr>
<tr>
<td align="center">MobileNet-V1-YOLOv3</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
827 
<td align="center">-</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
828 
<td align="center">COCO</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
829 830 831 832 833 
<td align="center">16</td>
<td align="center">29.3</td>
<td align="center">29.3</td>
<td align="center">27.1</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
834 835 
</tr>
<tr>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
836 837 
<td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">ResNet34-YOLOv3-COCO<sup><a href="#trans4">4</a></sup></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
838 
<td align="center">COCO</td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
839 840 841 842 843 
<td align="center">16</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td>
B
Deployed 9bcff00 with MkDocs version: 1.0.4  
baiyfbupt 已提交
844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p><a name="trans1">[3]</a>：<a href="">ResNet34-YOLOv3-VOC</a>预训练模型的Box AP为82.6</p>
<p><a name="trans1">[4]</a>：<a href="">ResNet34-YOLOv3-COCO</a>预训练模型的Box AP为36.2</p>
</div>
              
            </div>
          </div>
          <footer>
  
    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
      
      
        <a href="../model_zoo/" class="btn btn-neutral" title="模型库"><span class="icon icon-circle-arrow-left"></span> Previous</a>
      
    </div>
  

  <hr/>

  <div role="contentinfo">
    <!-- Copyright etc -->
    
  </div>

  Built with <a href="http://www.mkdocs.org">MkDocs</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
</footer>
      
        </div>
      </div>

    </section>

  </div>

  <div class="rst-versions" role="note" style="cursor: pointer">
    <span class="rst-current-version" data-toggle="rst-current-version">
      
          <a href="https://github.com/PaddlePaddle/PaddleSlim/" class="fa fa-github" style="float: left; color: #fcfcfc"> GitHub</a>
      
      
        <span><a href="../model_zoo/" style="color: #fcfcfc;">&laquo; Previous</a></span>
      
      
    </span>
</div>
    <script>var base_url = '..';</script>
    <script src="../js/theme.js" defer></script>
      <script src="../mathjax-config.js" defer></script>
      <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.0/MathJax.js?config=TeX-AMS-MML_HTMLorMML" defer></script>
      <script src="../search/main.js" defer></script>

</body>
</html>