简介

本仓库存储了与 Kalray 神经网络 API 兼容的 YOLOv3-tiny 模型。</br> 请访问 www.github.com/kalray/kann-models-zoo 了解详情及正确使用方法。</br>

内容

• ONNX: yolov3-tiny.onnx
• Tensorflow: yolov3-tiny.pb

参考文献

• YOLOv3: An Incremental Improvement, https://arxiv.org/abs/1804.02767
• You Only Look Once: Unified, Real-Time Object Detection, https://arxiv.org/abs/1506.02640

仓库及链接参考

• 源代码 : https://github.com/ultralytics/yolov3/
• 配置文件: https://github.com/ultralytics/yolov3/blob/master/models/yolov3-tiny.yaml
• 权重: 来自 yolov3.pt，随后使用 ReLU 激活函数重新训练

BibTeX 引用信息

@article{ redmon2018yolov3,
  title={ YOLOv3: An Incremental Improvement },
  author={ Redmon, Joseph and Farhadi, Ali },
  journal={ arXiv preprint arXiv:1804.02767 },
  year={ 2018 }
}

来自源代码 CITATION.cff:

cff-version: 1.2.0
preferred-citation:
  type: software
  message: If you use YOLOv3, please cite it as below.
  authors:
    - family-names: Jocher
      given-names: Glenn
      orcid: \"https://orcid.org/0000-0001-5950-6979\"
  title: \"YOLOv3 by Ultralytics\"
  version: 7.0
  doi: 10.5281/zenodo.3908559
  date-released: 2020-5-29
  license: AGPL-3.0
  url: \"https://github.com/ultralytics/yolov3\"