Focal Loss for Dense Object Detection ​

← Back to topic

Authors: Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár
Year: 2017
Journal: ICCV
DOI: 10.1109/TPAMI.2018.2858826
Publisher: https://arxiv.org/abs/1708.02002

Keywords: focal loss, retinanet, object detection

Abstract ​

We propose a focal loss that addresses the class imbalance problem during training of dense object detectors.

Cite this paper ​

@misc{retinanet2017,
  title  = {Focal Loss for Dense Object Detection},
  author = {Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár},
  year   = {2017},
  journal = {ICCV},
  doi    = {10.1109/TPAMI.2018.2858826},
  url    = {https://doi.org/10.1109/TPAMI.2018.2858826},
}

Source files ​

• metadata.json
• paper.bib