Short Summary: Learning Data Augmentation Strategies for Object Detection (2019)

  • 2d-detection
  • data-augmentation
  • short-summary

Short Summary: Objects as Points (2019)

  • 2d-detection
  • 3d-detection
  • single-shot
  • pose-estimation
  • short-summary

Short Summary: Focal Loss for Dense Object Detection (2017)

  • 2d-detection
  • instance segmentation
  • single-shot

Short Summary: EfficientDet: Scalable and Efficient Object Detection (2019)

  • 2d-detection
  • multi-scale feature fusion
  • short-summary

Short Summary: Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes (2018)

  • 2d-detection
  • instance segmentation
  • single-shot
  • short-summary