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firenet-pytorch's Introduction

FireNet-Pytorch

对FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications Arpit(2019)的复现。

  • 本repo是专门做火灾烟雾检测的,近期会开放一批数据集标准。

相关算法和开源模型

name 开源与否 数据集 结果 整理time
FireNet(2019) Y /tf框架实现 验证发现,效果一般;cifar10上acc=66左右。 5.09/2020
BoWFire(2015) N
Fire SSD N 5.15/2020
RISE Video Dataset: Recognizing Industrial Smoke Emissions 2020年5.15号刚开源 Y/基于I3D的视频分类(Pytorch) https://github.com/CMU-CREATE-Lab/video-labeling-tool(数据集整的很复杂,各种api) 贡献只是提出了一个监控下的工厂烟雾排放数据集; 5.20/2020
...

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