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文章 2023-12-19 来自：开发者社区

【Keras计算机视觉】Faster R-CNN神经网络实现目标检测实战（附源码和数据集超详细）

需要源码请点赞关注收藏后评论区留言私信~~~一、目标检测的概念目标检测是计算机视觉和数字图像处理的一个热门方向，广泛应用于机器人导航、智能视频监控、工业检测、航空航天等诸多领域，通过计算机视觉减少对人力资本的消耗，具有重要的现实意义。因此，目标检测也就成为了近年来理论和应用的研究热点，它是图像处理和计算机视觉学科的重要分支，也是智能监控系统的核心部分，同时目标检测也是泛身份识别领域的一个基础性的....

文章 2023-10-12 来自：开发者社区

m基于Faster R-CNN网络的火灾识别系统matlab仿真,带GUI界面

1.算法仿真效果使用matlab2022a版本仿真结果如下：测试1：测试2：测试3：测试4：通过matlab操作界面，会对图片中的火灾区域进行识别，并输出检测框。识别火灾之后，会同步更新输出：此外，本程序还提供了其他更多的样本供测试使用： 2.算法涉及理论知识概要 Faster R-CNN是一种基于深度学习的目标检测算法，具有较高的准确性和效...

文章 2023-09-12 来自：开发者社区

m基于Faster R-CNN网络的烟雾检测系统matlab仿真,带GUI操作界面

1.算法仿真效果matlab2022a仿真结果如下： 2.算法涉及理论知识概要经过R-CNN和Fast RCNN的积淀，Ross B. Girshick在2016年提出了新的Faster RCNN，在结构上，Faster RCNN已经将特征抽取(feature extraction)，proposal提取，bounding box regression(rect refine)，clas...

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更新时间 2024-05-08 17:54:27

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