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<li class="toctree-l1"><a class="reference internal" href="readmefile.html">Multi-object trackers in Python</a></li>
<li class="toctree-l1"><a class="reference internal" href="readmefile.html#example-tf-mobilenetssd-centroidtracker">Example: <cite>TF-MobileNetSSD + CentroidTracker</cite></a></li>
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<li class="toctree-l2"><a class="reference internal" href="#our-pledge">Our Pledge</a></li>
<li class="toctree-l2"><a class="reference internal" href="#our-standards">Our Standards</a></li>
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<section id="tracker">
<h1>Tracker<a class="headerlink" href="#tracker" title="Permalink to this heading"></a></h1>
</section>
<section id="sort">
<h1>SORT<a class="headerlink" href="#sort" title="Permalink to this heading"></a></h1>
</section>
<section id="iou-tracker">
<h1>IOU Tracker<a class="headerlink" href="#iou-tracker" title="Permalink to this heading"></a></h1>
</section>
<section id="kalman-filter-based-centroid-tracker">
<h1>Kalman Filter based Centroid Tracker<a class="headerlink" href="#kalman-filter-based-centroid-tracker" title="Permalink to this heading"></a></h1>
</section>
<section id="tracks">
<h1>Tracks<a class="headerlink" href="#tracks" title="Permalink to this heading"></a></h1>
</section>
<section id="kalman-filters">
<h1>Kalman Filters<a class="headerlink" href="#kalman-filters" title="Permalink to this heading"></a></h1>
</section>
<section id="object-detection">
<h1>Object Detection<a class="headerlink" href="#object-detection" title="Permalink to this heading"></a></h1>
</section>
<section id="utilities">
<h1>Utilities<a class="headerlink" href="#utilities" title="Permalink to this heading"></a></h1>
<section id="download-pretrained-neural-network-weights">
<h2>Download pretrained neural-network weights.<a class="headerlink" href="#download-pretrained-neural-network-weights" title="Permalink to this heading"></a></h2>
<p>[<a class="reference external" href="https://adipandas.github.io/multi-object-tracker/">Webpage</a>]
[<a class="reference external" href="https://github.com/adipandas/multi-object-tracker">GitHub</a>]</p>
<section id="yolov3">
<h3>YOLOv3<a class="headerlink" href="#yolov3" title="Permalink to this heading"></a></h3>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">cd</span> <span class="n">multi</span><span class="o">-</span><span class="nb">object</span><span class="o">-</span><span class="n">tracker</span>
<span class="n">cd</span> <span class="o">./</span><span class="n">examples</span><span class="o">/</span><span class="n">pretrained_models</span><span class="o">/</span><span class="n">yolo_weights</span>
<span class="n">sudo</span> <span class="n">chmod</span> <span class="o">+</span><span class="n">x</span> <span class="o">./</span><span class="n">get_yolo</span><span class="o">.</span><span class="n">sh</span>
<span class="o">./</span><span class="n">get_yolo</span><span class="o">.</span><span class="n">sh</span>
</pre></div>
</div>
</section>
<section id="tensorflow-mobilenetssdv2">
<h3>TensorFlow - MobileNetSSDv2<a class="headerlink" href="#tensorflow-mobilenetssdv2" title="Permalink to this heading"></a></h3>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">cd</span> <span class="n">multi</span><span class="o">-</span><span class="nb">object</span><span class="o">-</span><span class="n">tracker</span>
<span class="n">cd</span> <span class="o">./</span><span class="n">pretrained_models</span><span class="o">/</span><span class="n">tensorflow_weights</span>
<span class="n">sudo</span> <span class="n">chmod</span> <span class="o">+</span><span class="n">x</span> <span class="o">./</span><span class="n">get_ssd_model</span><span class="o">.</span><span class="n">sh</span>
<span class="o">./</span><span class="n">get_ssd_model</span><span class="o">.</span><span class="n">sh</span>
</pre></div>
</div>
</section>
<section id="caffemodel-mobilenetssd">
<h3>Caffemodel - MobileNetSSD<a class="headerlink" href="#caffemodel-mobilenetssd" title="Permalink to this heading"></a></h3>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">cd</span> <span class="n">multi</span><span class="o">-</span><span class="nb">object</span><span class="o">-</span><span class="n">tracker</span>
<span class="n">cd</span> <span class="o">./</span><span class="n">pretrained_models</span><span class="o">/</span><span class="n">caffemodel_weights</span>
<span class="n">sudo</span> <span class="n">chmod</span> <span class="o">+</span><span class="n">x</span> <span class="o">./</span><span class="n">get_caffemodel</span><span class="o">.</span><span class="n">sh</span>
<span class="o">./</span><span class="n">get_caffemodel</span><span class="o">.</span><span class="n">sh</span>
</pre></div>
</div>
</section>
</section>
</section>
<section id="references-and-credits">
<h1>References and Credits<a class="headerlink" href="#references-and-credits" title="Permalink to this heading"></a></h1>
<p>[<a class="reference external" href="https://adipandas.github.io/multi-object-tracker/">Webpage</a>]
[<a class="reference external" href="https://github.com/adipandas/multi-object-tracker">GitHub</a>]</p>
<p>This work is based on the following literature:</p>
<ol class="arabic simple">
<li><p>Bochinski, E., Eiselein, V., & Sikora, T. (2017, August). High-speed tracking-by-detection without using image information. In 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (pp. 1-6). IEEE. [<a class="reference external" href="http://elvera.nue.tu-berlin.de/files/1517Bochinski2017.pdf">pdf</a>]</p></li>
<li><p>Bewley, A., Ge, Z., Ott, L., Ramos, F., & Upcroft, B. (2016, September). Simple online and realtime tracking. In 2016 IEEE International Conference on Image Processing (ICIP) (pp. 3464-3468). IEEE. [<a class="reference external" href="https://arxiv.org/abs/1602.00763">arxiv</a>]</p></li>
<li><p>YOLOv3. [<a class="reference external" href="https://pjreddie.com/media/files/papers/YOLOv3.pdf">pdf</a>][<a class="reference external" href="https://pjreddie.com/darknet/yolo/">website</a>]</p></li>
<li><p>Kalman Filter. [<a class="reference external" href="https://en.wikipedia.org/wiki/Kalman_filter">wiki</a>]</p></li>
<li><p>TensorFlow Object Detection API [<a class="reference external" href="https://github.com/tensorflow/models/tree/master/research/object_detection">GitHub</a>]</p></li>
<li><p>Caffe [<a class="reference external" href="https://caffe.berkeleyvision.org/">website</a>][<a class="reference external" href="https://github.com/BVLC/caffe">GitHub</a>]</p></li>
<li><p>OpenCV. [<a class="reference external" href="https://github.com/opencv/opencv">GitHub</a>] [<a class="reference external" href="https://opencv.org/">Website</a>]</p></li>
</ol>
</section>
<section id="contributor-covenant-code-of-conduct">
<h1>Contributor Covenant Code of Conduct<a class="headerlink" href="#contributor-covenant-code-of-conduct" title="Permalink to this heading"></a></h1>
<section id="our-pledge">
<h2>Our Pledge<a class="headerlink" href="#our-pledge" title="Permalink to this heading"></a></h2>
<p>In the interest of fostering an open and welcoming environment, we as
contributors and maintainers pledge to making participation in our project and
our community a harassment-free experience for everyone, regardless of age, body
size, disability, ethnicity, sex characteristics, gender identity and expression,
level of experience, education, socio-economic status, nationality, personal
appearance, race, religion, or sexual identity and orientation.</p>
</section>
<section id="our-standards">
<h2>Our Standards<a class="headerlink" href="#our-standards" title="Permalink to this heading"></a></h2>
<p>Examples of behavior that contributes to creating a positive environment
include:</p>
<ul class="simple">
<li><p>Using welcoming and inclusive language</p></li>
<li><p>Being respectful of differing viewpoints and experiences</p></li>
<li><p>Gracefully accepting constructive criticism</p></li>
<li><p>Focusing on what is best for the community</p></li>
<li><p>Showing empathy towards other community members</p></li>
</ul>
<p>Examples of unacceptable behavior by participants include:</p>
<ul class="simple">
<li><p>The use of sexualized language or imagery and unwelcome sexual attention or
advances</p></li>
<li><p>Trolling, insulting/derogatory comments, and personal or political attacks</p></li>
<li><p>Public or private harassment</p></li>
<li><p>Publishing others’ private information, such as a physical or electronic
address, without explicit permission</p></li>
<li><p>Other conduct which could reasonably be considered inappropriate in a
professional setting</p></li>
</ul>
</section>
<section id="our-responsibilities">
<h2>Our Responsibilities<a class="headerlink" href="#our-responsibilities" title="Permalink to this heading"></a></h2>
<p>Project maintainers are responsible for clarifying the standards of acceptable
behavior and are expected to take appropriate and fair corrective action in
response to any instances of unacceptable behavior.</p>
<p>Project maintainers have the right and responsibility to remove, edit, or
reject comments, commits, code, wiki edits, issues, and other contributions
that are not aligned to this Code of Conduct, or to ban temporarily or
permanently any contributor for other behaviors that they deem inappropriate,
threatening, offensive, or harmful.</p>
</section>
<section id="scope">
<h2>Scope<a class="headerlink" href="#scope" title="Permalink to this heading"></a></h2>
<p>This Code of Conduct applies both within project spaces and in public spaces
when an individual is representing the project or its community. Examples of
representing a project or community include using an official project e-mail
address, posting via an official social media account, or acting as an appointed
representative at an online or offline event. Representation of a project may be
further defined and clarified by project maintainers.</p>
</section>
<section id="enforcement">
<h2>Enforcement<a class="headerlink" href="#enforcement" title="Permalink to this heading"></a></h2>
<p>Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported by contacting the project team at <a class="reference external" href="mailto:adityadeshpande2010%40gmail.com">adityadeshpande2010<span>@</span>gmail<span>.</span>com</a>. All
complaints will be reviewed and investigated and will result in a response that
is deemed necessary and appropriate to the circumstances. The project team is
obligated to maintain confidentiality with regard to the reporter of an incident.
Further details of specific enforcement policies may be posted separately.</p>
<p>Project maintainers who do not follow or enforce the Code of Conduct in good
faith may face temporary or permanent repercussions as determined by other
members of the project’s leadership.</p>
</section>
<section id="attribution">
<h2>Attribution<a class="headerlink" href="#attribution" title="Permalink to this heading"></a></h2>
<p>This Code of Conduct is adapted from the <a class="reference external" href="https://www.contributor-covenant.org">Contributor Covenant</a>, version 1.4,
available at <a class="reference external" href="https://www.contributor-covenant.org/version/1/4/code-of-conduct.html">https://www.contributor-covenant.org/version/1/4/code-of-conduct.html</a></p>
<p>For answers to common questions about this code of conduct, see
<a class="reference external" href="https://www.contributor-covenant.org/faq">https://www.contributor-covenant.org/faq</a></p>
</section>
</section>
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