applications.html

<table border="1" class="docutils">
  <tr>
    <th>Application</th>
    <th>Illustration</th>
    <th>Available Models</th>
  </tr>
  <tr>
    <td>
    <a href="model_zoo/classification.html">Image Classification:</a><br/>
    recognize an object in<br/>an image.
    </td>
    <td style="min-width:150px"><a href="model_zoo/classification.html"><img height="120px" src="_static/image-classification.png "/></a></td>
    <td>50+ models, including <br/><a href="model_zoo/classification.html#resnet">ResNet</a>, <a href="model_zoo/classification.html#mobilenet">MobileNet</a>, <br/><a href="model_zoo/classification.html#densenet">DenseNet</a>, <a href="model_zoo/classification.html#vgg">VGG</a>, ...</td>
  </tr>

  <tr>
    <td><a href="model_zoo/detection.html">Object Detection:</a><br/> detect
    multiple objects<br/>  with their bounding boxes <br/> in an image.
    </td>
    <td><a href="model_zoo/detection.html"><img height="120px" src="_static/object-detection.png "/></a>
    </td>
    <td><a href="model_zoo/detection.html#faster-rcnn">Faster RCNN</a>, <a href="model_zoo/detection.html#ssd">SSD</a>, <a href="model_zoo/detection.html#yolo-v3">Yolo-v3</a>
    </td>
  </tr>

  <tr>
    <td><a href="model_zoo/segmentation.html#semantic-segmentation">Semantic
    Segmentation:</a><br/>
    associate each pixel<br/>  of an image with<br/>  a categorical label.
    </td>
    <td><a href="model_zoo/segmentation.html#semantic-segmentation"><img height="120px" src="_static/semantic-segmentation.png "/></a>
    </td>
    <td><a href="model_zoo/segmentation.html#semantic-segmentation">FCN</a>, <a href="model_zoo/segmentation.html#semantic-segmentation">PSP</a>, <a href="model_zoo/segmentation.html#semantic-segmentation">DeepLab v3</a>
    </td>
  </tr>

  <tr>
    <td><a href="model_zoo/segmentation.html#instance-segmentation">Instance
    Segmentation:</a><br/>
    associate each pixel of<br/>  an image with<br/>  an instance label.
    </td>
    <td><a href="model_zoo/segmentation.html#instance-segmentation"><img height="120px" src="_static/instance-segmentation.png "/></a>
    </td>
    <td><a href="model_zoo/segmentation.html#instance-segmentation">Mask RCNN</a>
    </td>
  </tr>
</table>