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kaiyangzhou 2021-04-27 15:32:14 +08:00
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commit faf075a58f
77 changed files with 197 additions and 160 deletions
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AWESOME_REID.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Awesome-ReID &mdash; torchreid 1.3.6 documentation</title>
<title>Awesome-ReID &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>

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MODEL_ZOO.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Model Zoo &mdash; torchreid 1.3.6 documentation</title>
<title>Model Zoo &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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_modules/index.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Overview: module code &mdash; torchreid 1.3.6 documentation</title>
<title>Overview: module code &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datamanager &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datamanager &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.__init__ &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.__init__ &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<span class="kn">from</span> <span class="nn">.image</span> <span class="kn">import</span> <span class="p">(</span>
<span class="n">GRID</span><span class="p">,</span> <span class="n">PRID</span><span class="p">,</span> <span class="n">CUHK01</span><span class="p">,</span> <span class="n">CUHK02</span><span class="p">,</span> <span class="n">CUHK03</span><span class="p">,</span> <span class="n">MSMT17</span><span class="p">,</span> <span class="n">VIPeR</span><span class="p">,</span> <span class="n">SenseReID</span><span class="p">,</span> <span class="n">Market1501</span><span class="p">,</span>
<span class="n">DukeMTMCreID</span><span class="p">,</span> <span class="n">University1652</span><span class="p">,</span> <span class="n">iLIDS</span>
<span class="n">DukeMTMCreID</span><span class="p">,</span> <span class="n">University1652</span><span class="p">,</span> <span class="n">iLIDS</span><span class="p">,</span> <span class="n">CUHKSYSU</span>
<span class="p">)</span>
<span class="kn">from</span> <span class="nn">.video</span> <span class="kn">import</span> <span class="n">PRID2011</span><span class="p">,</span> <span class="n">Mars</span><span class="p">,</span> <span class="n">DukeMTMCVidReID</span><span class="p">,</span> <span class="n">iLIDSVID</span>
<span class="kn">from</span> <span class="nn">.dataset</span> <span class="kn">import</span> <span class="n">Dataset</span><span class="p">,</span> <span class="n">ImageDataset</span><span class="p">,</span> <span class="n">VideoDataset</span>
@ -189,7 +189,8 @@
<span class="s1">&#39;sensereid&#39;</span><span class="p">:</span> <span class="n">SenseReID</span><span class="p">,</span>
<span class="s1">&#39;prid&#39;</span><span class="p">:</span> <span class="n">PRID</span><span class="p">,</span>
<span class="s1">&#39;cuhk02&#39;</span><span class="p">:</span> <span class="n">CUHK02</span><span class="p">,</span>
<span class="s1">&#39;university1652&#39;</span><span class="p">:</span> <span class="n">University1652</span>
<span class="s1">&#39;university1652&#39;</span><span class="p">:</span> <span class="n">University1652</span><span class="p">,</span>
<span class="s1">&#39;cuhksysu&#39;</span><span class="p">:</span> <span class="n">CUHKSYSU</span>
<span class="p">}</span>
<span class="n">__video_datasets</span> <span class="o">=</span> <span class="p">{</span>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.dataset &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.dataset &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>
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<span class="c1"># combineall=True</span>
<span class="n">_junk_pids</span> <span class="o">=</span> <span class="p">[]</span>
<span class="c1"># Some datasets are only used for training, like CUHK-SYSU</span>
<span class="c1"># In this case, &quot;combineall=True&quot; is not used for them</span>
<span class="n">_train_only</span> <span class="o">=</span> <span class="kc">False</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="n">train</span><span class="p">,</span>
@ -350,6 +354,9 @@
<div class="viewcode-block" id="Dataset.combine_all"><a class="viewcode-back" href="../../../../pkg/data.html#torchreid.data.datasets.dataset.Dataset.combine_all">[docs]</a> <span class="k">def</span> <span class="nf">combine_all</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Combines train, query and gallery in a dataset for training.&quot;&quot;&quot;</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_train_only</span><span class="p">:</span>
<span class="k">return</span>
<span class="n">combined</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">deepcopy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">train</span><span class="p">)</span>
<span class="c1"># relabel pids in gallery (query shares the same scope)</span>

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<title>torchreid.data.datasets.image.cuhk01 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.cuhk01 &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>

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<title>torchreid.data.datasets.image.cuhk03 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.cuhk03 &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.dukemtmcreid &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.dukemtmcreid &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.grid &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.grid &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.ilids &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.ilids &mdash; torchreid 1.4.0 documentation</title>
@ -60,7 +60,7 @@
<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.market1501 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.market1501 &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.msmt17 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.msmt17 &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.prid &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.prid &mdash; torchreid 1.4.0 documentation</title>
@ -60,7 +60,7 @@
<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.sensereid &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.sensereid &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.image.viper &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.image.viper &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.video.dukemtmcvidreid &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.video.dukemtmcvidreid &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.video.ilidsvid &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.video.ilidsvid &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.video.mars &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.video.mars &mdash; torchreid 1.4.0 documentation</title>
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1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.datasets.video.prid2011 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.datasets.video.prid2011 &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.sampler &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.sampler &mdash; torchreid 1.4.0 documentation</title>
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1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.data.transforms &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.data.transforms &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.engine.engine &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.engine.engine &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.engine.image.softmax &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.engine.image.softmax &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.engine.image.triplet &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.engine.image.triplet &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.engine.video.softmax &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.engine.video.softmax &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.engine.video.triplet &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.engine.video.triplet &mdash; torchreid 1.4.0 documentation</title>
@ -60,7 +60,7 @@
<div class="version">
1.3.6
1.4.0
</div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.losses.cross_entropy_loss &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.losses.cross_entropy_loss &mdash; torchreid 1.4.0 documentation</title>
@ -60,7 +60,7 @@
<div class="version">
1.3.6
1.4.0
</div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.losses.hard_mine_triplet_loss &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.losses.hard_mine_triplet_loss &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
</div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>torchreid.metrics.accuracy &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.metrics.accuracy &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<title>torchreid.metrics.distance &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.metrics.distance &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
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<title>torchreid.metrics.rank &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.metrics.rank &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<title>torchreid.models.__init__ &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.__init__ &mdash; torchreid 1.4.0 documentation</title>
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<title>torchreid.models.densenet &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.densenet &mdash; torchreid 1.4.0 documentation</title>
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1.3.6
1.4.0
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<title>torchreid.models.hacnn &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.hacnn &mdash; torchreid 1.4.0 documentation</title>
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<title>torchreid.models.inceptionresnetv2 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.inceptionresnetv2 &mdash; torchreid 1.4.0 documentation</title>
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1.3.6
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<title>torchreid.models.inceptionv4 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.inceptionv4 &mdash; torchreid 1.4.0 documentation</title>
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<title>torchreid.models.mlfn &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.mlfn &mdash; torchreid 1.4.0 documentation</title>
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<title>torchreid.models.mobilenetv2 &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.mobilenetv2 &mdash; torchreid 1.4.0 documentation</title>
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<div class="version">
1.3.6
1.4.0
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<title>torchreid.models.mudeep &mdash; torchreid 1.3.6 documentation</title>
<title>torchreid.models.mudeep &mdash; torchreid 1.4.0 documentation</title>
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1.4.0
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<title>torchreid.models.osnet &mdash; torchreid 1.4.0 documentation</title>
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<title>torchreid.models.resnetmid &mdash; torchreid 1.4.0 documentation</title>
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@ -189,6 +189,19 @@ CUHK02 (``cuhk02``)
P4/
P5/
CUHKSYSU (``cuhksysu``)
^^^^^^^^^^^^^^^^^^^^^^^^^^
- Create a folder named "cuhksysu" under ``$REID``.
- Download the data to "cuhksysu/" from this `google drive link <https://drive.google.com/file/d/1XmiNVrfK2ZmI0ZZ2HHT80HHbDrnE4l3W/view?usp=sharing>`_.
- Extract the zip file under "cuhksysu/".
- The data structure should look like
.. code-block:: none
cuhksysu/
cropped_images
Video Datasets
--------------

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var DOCUMENTATION_OPTIONS = {
URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
VERSION: '1.3.6',
VERSION: '1.4.0',
LANGUAGE: 'None',
COLLAPSE_INDEX: false,
FILE_SUFFIX: '.html',

39
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Datasets &mdash; torchreid 1.3.6 documentation</title>
<title>Datasets &mdash; torchreid 1.4.0 documentation</title>
@ -62,7 +62,7 @@
<div class="version">
1.3.6
1.4.0
</div>
@ -102,6 +102,7 @@
<li class="toctree-l3"><a class="reference internal" href="#qmul-ilids-dagger-ilids">QMUL-iLIDS <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">ilids</span></code>)</a></li>
<li class="toctree-l3"><a class="reference internal" href="#prid-prid">PRID (<code class="docutils literal notranslate"><span class="pre">prid</span></code>)</a></li>
<li class="toctree-l3"><a class="reference internal" href="#cuhk02-cuhk02">CUHK02 (<code class="docutils literal notranslate"><span class="pre">cuhk02</span></code>)</a></li>
<li class="toctree-l3"><a class="reference internal" href="#cuhksysu-cuhksysu">CUHKSYSU (<code class="docutils literal notranslate"><span class="pre">cuhksysu</span></code>)</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#video-datasets">Video Datasets</a><ul>
@ -226,14 +227,15 @@
<li><p><a class="reference internal" href="#qmul-ilids-dagger-ilids" id="id11">QMUL-iLIDS <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">ilids</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#prid-prid" id="id12">PRID (<code class="docutils literal notranslate"><span class="pre">prid</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#cuhk02-cuhk02" id="id13">CUHK02 (<code class="docutils literal notranslate"><span class="pre">cuhk02</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#cuhksysu-cuhksysu" id="id14">CUHKSYSU (<code class="docutils literal notranslate"><span class="pre">cuhksysu</span></code>)</a></p></li>
</ul>
</li>
<li><p><a class="reference internal" href="#video-datasets" id="id14">Video Datasets</a></p>
<li><p><a class="reference internal" href="#video-datasets" id="id15">Video Datasets</a></p>
<ul>
<li><p><a class="reference internal" href="#mars-mars" id="id15">MARS (<code class="docutils literal notranslate"><span class="pre">mars</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#ilids-vid-dagger-ilidsvid" id="id16">iLIDS-VID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">ilidsvid</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#prid2011-prid2011" id="id17">PRID2011 (<code class="docutils literal notranslate"><span class="pre">prid2011</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#dukemtmc-videoreid-dagger-dukemtmcvidreid" id="id18">DukeMTMC-VideoReID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">dukemtmcvidreid</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#mars-mars" id="id16">MARS (<code class="docutils literal notranslate"><span class="pre">mars</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#ilids-vid-dagger-ilidsvid" id="id17">iLIDS-VID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">ilidsvid</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#prid2011-prid2011" id="id18">PRID2011 (<code class="docutils literal notranslate"><span class="pre">prid2011</span></code>)</a></p></li>
<li><p><a class="reference internal" href="#dukemtmc-videoreid-dagger-dukemtmcvidreid" id="id19">DukeMTMC-VideoReID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">dukemtmcvidreid</span></code>)</a></p></li>
</ul>
</li>
</ul>
@ -411,11 +413,24 @@
</pre></div>
</div>
</div>
<div class="section" id="cuhksysu-cuhksysu">
<h3><a class="toc-backref" href="#id14">CUHKSYSU (<code class="docutils literal notranslate"><span class="pre">cuhksysu</span></code>)</a><a class="headerlink" href="#cuhksysu-cuhksysu" title="Permalink to this headline"></a></h3>
<ul class="simple">
<li><p>Create a folder named “cuhksysu” under <code class="docutils literal notranslate"><span class="pre">$REID</span></code>.</p></li>
<li><p>Download the data to “cuhksysu/” from this <a class="reference external" href="https://drive.google.com/file/d/1XmiNVrfK2ZmI0ZZ2HHT80HHbDrnE4l3W/view?usp=sharing">google drive link</a>.</p></li>
<li><p>Extract the zip file under “cuhksysu/”.</p></li>
<li><p>The data structure should look like</p></li>
</ul>
<div class="highlight-none notranslate"><div class="highlight"><pre><span></span>cuhksysu/
cropped_images
</pre></div>
</div>
</div>
</div>
<div class="section" id="video-datasets">
<h2><a class="toc-backref" href="#id14">Video Datasets</a><a class="headerlink" href="#video-datasets" title="Permalink to this headline"></a></h2>
<h2><a class="toc-backref" href="#id15">Video Datasets</a><a class="headerlink" href="#video-datasets" title="Permalink to this headline"></a></h2>
<div class="section" id="mars-mars">
<h3><a class="toc-backref" href="#id15">MARS (<code class="docutils literal notranslate"><span class="pre">mars</span></code>)</a><a class="headerlink" href="#mars-mars" title="Permalink to this headline"></a></h3>
<h3><a class="toc-backref" href="#id16">MARS (<code class="docutils literal notranslate"><span class="pre">mars</span></code>)</a><a class="headerlink" href="#mars-mars" title="Permalink to this headline"></a></h3>
<ul class="simple">
<li><p>Create “mars/” under <code class="docutils literal notranslate"><span class="pre">$REID</span></code>.</p></li>
<li><p>Download the dataset from <a class="reference external" href="http://www.liangzheng.com.cn/Project/project_mars.html">http://www.liangzheng.com.cn/Project/project_mars.html</a> and place it in “mars/”.</p></li>
@ -431,7 +446,7 @@
</div>
</div>
<div class="section" id="ilids-vid-dagger-ilidsvid">
<h3><a class="toc-backref" href="#id16">iLIDS-VID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">ilidsvid</span></code>)</a><a class="headerlink" href="#ilids-vid-dagger-ilidsvid" title="Permalink to this headline"></a></h3>
<h3><a class="toc-backref" href="#id17">iLIDS-VID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">ilidsvid</span></code>)</a><a class="headerlink" href="#ilids-vid-dagger-ilidsvid" title="Permalink to this headline"></a></h3>
<ul class="simple">
<li><p>Create “ilids-vid” under <code class="docutils literal notranslate"><span class="pre">$REID</span></code>.</p></li>
<li><p>Download the dataset from <a class="reference external" href="http://www.eecs.qmul.ac.uk/~xiatian/downloads_qmul_iLIDS-VID_ReID_dataset.html">http://www.eecs.qmul.ac.uk/~xiatian/downloads_qmul_iLIDS-VID_ReID_dataset.html</a> to “ilids-vid”.</p></li>
@ -444,7 +459,7 @@
</div>
</div>
<div class="section" id="prid2011-prid2011">
<h3><a class="toc-backref" href="#id17">PRID2011 (<code class="docutils literal notranslate"><span class="pre">prid2011</span></code>)</a><a class="headerlink" href="#prid2011-prid2011" title="Permalink to this headline"></a></h3>
<h3><a class="toc-backref" href="#id18">PRID2011 (<code class="docutils literal notranslate"><span class="pre">prid2011</span></code>)</a><a class="headerlink" href="#prid2011-prid2011" title="Permalink to this headline"></a></h3>
<ul class="simple">
<li><p>Create a directory named “prid2011” under <code class="docutils literal notranslate"><span class="pre">$REID</span></code>.</p></li>
<li><p>Download the dataset from <a class="reference external" href="https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/PRID11/">https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/PRID11/</a> and extract it under “prid2011”.</p></li>
@ -460,7 +475,7 @@
</div>
</div>
<div class="section" id="dukemtmc-videoreid-dagger-dukemtmcvidreid">
<h3><a class="toc-backref" href="#id18">DukeMTMC-VideoReID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">dukemtmcvidreid</span></code>)</a><a class="headerlink" href="#dukemtmc-videoreid-dagger-dukemtmcvidreid" title="Permalink to this headline"></a></h3>
<h3><a class="toc-backref" href="#id19">DukeMTMC-VideoReID <span class="math notranslate nohighlight">\(^\dagger\)</span> (<code class="docutils literal notranslate"><span class="pre">dukemtmcvidreid</span></code>)</a><a class="headerlink" href="#dukemtmc-videoreid-dagger-dukemtmcvidreid" title="Permalink to this headline"></a></h3>
<ul class="simple">
<li><p>Create “dukemtmc-vidreid” under <code class="docutils literal notranslate"><span class="pre">$REID</span></code>.</p></li>
<li><p>Download “DukeMTMC-VideoReID” from <a class="reference external" href="http://vision.cs.duke.edu/DukeMTMC/">http://vision.cs.duke.edu/DukeMTMC/</a> and unzip the file to “dukemtmc-vidreid/”.</p></li>

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<title>Evaluation &mdash; torchreid 1.3.6 documentation</title>
<title>Evaluation &mdash; torchreid 1.4.0 documentation</title>
@ -62,7 +62,7 @@
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1.3.6
1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Index &mdash; torchreid 1.3.6 documentation</title>
<title>Index &mdash; torchreid 1.4.0 documentation</title>
@ -61,7 +61,7 @@
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1.4.0
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Torchreid &mdash; torchreid 1.3.6 documentation</title>
<title>Torchreid &mdash; torchreid 1.4.0 documentation</title>
@ -61,7 +61,7 @@
<div class="version">
1.3.6
1.4.0
</div>
@ -197,6 +197,7 @@
<div class="section" id="what-s-new">
<h2>What’s new<a class="headerlink" href="#what-s-new" title="Permalink to this headline"></a></h2>
<ul class="simple">
<li><p>[Apr 2021] <code class="docutils literal notranslate"><span class="pre">v1.4.0</span></code>: We added the person search dataset, <a class="reference external" href="http://www.ee.cuhk.edu.hk/~xgwang/PS/dataset.html">CUHK-SYSU</a>. Please see the <a class="reference external" href="https://kaiyangzhou.github.io/deep-person-reid/">documentation</a> regarding how to download the dataset (it contains cropped person images).</p></li>
<li><p>[Apr 2021] All models in the model zoo have been moved to google drive. Please raise an issue if any model’s performance is inconsistent with the numbers shown in the model zoo page (could be caused by wrong links).</p></li>
<li><p>[Mar 2021] <a class="reference external" href="https://arxiv.org/abs/1910.06827">OSNet</a> will appear in the TPAMI journal! Compared with the conference version, which focuses on discriminative feature learning using the omni-scale building block, this journal extension further considers generalizable feature learning by integrating <a class="reference external" href="https://arxiv.org/abs/1607.08022">instance normalization layers</a> with the OSNet architecture. We hope this journal paper can motivate more future work to taclke the generalization issue in cross-dataset re-ID.</p></li>
<li><p>[Mar 2021] Generalization across domains (datasets) in person re-ID is crucial in real-world applications, which is closely related to the topic of <em>domain generalization</em>. Interested in learning how the field of domain generalization has developed over the last decade? Check our recent survey in this topic at <a class="reference external" href="https://arxiv.org/abs/2103.02503">https://arxiv.org/abs/2103.02503</a>, with coverage on the history, datasets, related problems, methodologies, potential directions, and so on (<em>methods designed for generalizable re-ID are also covered</em>!).</p></li>

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<title>torchreid.data &mdash; torchreid 1.4.0 documentation</title>
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