ProjectsΒΆ

There are many projects built upon MMDetection. Some of them are published in top-tier conferences (CVPR, ICCV, and ECCV), the others are also highly influential. We list some of them as examples of how to extend MMDetection for your own projects. Pull requests are also welcomed.

To make this list also a reference for the community to develop and compare new object detection algorithms, we list them following the time order of top-tier conferences. Methods already supported and maintained by MMDetection are not listed.

  • Scale-equalizing Pyramid Convolution for Object Detection, CVPR2020. [paper] [github]
  • Revisiting the Sibling Head in Object Detector, CVPR2020. [paper][github]
  • PolarMask: Single Shot Instance Segmentation with Polar Representation, CVPR2020. [paper][github]
  • Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection, CVPR2020. [paper][github]
  • ZeroQ: A Novel Zero Shot Quantization Framework, CVPR2020. [paper][github]
  • CBNet: A Novel Composite Backbone Network Architecture for Object Detection, AAAI2020. [paper][github]
  • RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation, AAAI2020. [paper][github]
  • Training-Time-Friendly Network for Real-Time Object Detection, AAAI2020. [paper][github]
  • Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution, NeurIPS 2019. [paper][github]
  • Reasoning R-CNN: Unifying Adaptive Global Reasoning into Large-scale Object Detection, CVPR2019. [paper][github]
  • Learning RoI Transformer for Oriented Object Detection in Aerial Images, CVPR2019. [paper][github]
  • SOLO: Segmenting Objects by Locations. [paper][github]
  • SOLOv2: Dynamic, Faster and Stronger. [paper][github]
  • Dense Peppoints: Representing Visual Objects with Dense Point Sets. [paper][github]
  • IterDet: Iterative Scheme for Object Detection in Crowded Environments. [paper][github]
  • Cross-Iteration Batch Normalization. [paper][github]
  • DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution. [paper][github]