.. _gluoncv-model-zoo-detection:

Detection
================

.. role:: framework
   :class: framework
.. role:: select
   :class: selected framework

.. container:: Frameworks

  .. container:: framework-group

     :framework:`MXNet`
     :framework:`Pytorch`

.. rst-class:: MXNet

MXNet
*************

.. include:: detection_mxnet.rst

.. rst-class:: Pytorch

PyTorch
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.. include:: detection_torch.rst

Reference
*************

.. [1] Wei Liu, Dragomir Anguelov, Dumitru Erhan,
       Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg.
       SSD: Single Shot MultiBox Detector. ECCV 2016.
.. [2] Ren, Shaoqing, Kaiming He, Ross Girshick, and Jian Sun. \
       "Faster r-cnn: Towards real-time object detection with region proposal networks." \
       In Advances in neural information processing systems, pp. 91-99. 2015.
.. [3] Redmon, Joseph, and Ali Farhadi. \
       "Yolov3: An incremental improvement." \
       arXiv preprint arXiv:1804.02767 (2018).
.. [4] Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie. \
       "Feature Pyramid Networks for Object Detection." \
       IEEE Conference on Computer Vision and Pattern Recognition 2017.
.. [5] Kaiming He, Ross Girshick, Piotr Dollár. \
       "Rethinking ImageNet Pre-training." \
       arXiv preprint arXiv:1811.08883 (2018).
.. [6] Zhou, Xingyi, Dequan Wang, and Philipp Krähenbühl. \
       "Objects as Points." \
       arXiv preprint arXiv:1904.07850 (2019).
.. [7] Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Muller, R. Manmatha, Mu Li and Alex Smola \
       "ResNeSt: Split-Attention Network" \
       arXiv preprint (2020).