![深度学习实战:基于TensorFlow 2和Keras(原书第2版)](https://wfqqreader-1252317822.image.myqcloud.com/cover/670/40319670/b_40319670.jpg)
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图5-1 不同的计算机视觉任务。资料来源:人工智能和计算机视觉革命简介(https://www.slideshare.net/darian_f/introduction-to-the-artificial-intelligence-and-computer-vision-revolution)
![001-002](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/001-002.jpg?sign=1739279590-rR7YTsu92TXuy9J5U9ZWc39HWKe5LA1K-0-ee4b3d2db0e9ae4c08bc722fef64de31)
图5-2 用于图像分类和定位的网络架构
![002-001](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/002-001.jpg?sign=1739279590-V4qenkWqDkuCw9BdbOuLNfrBeAXJtEbM-0-9eff3863b49e10826caa80dce070dfdf)
图5-5 R-CNN网络
![002-002](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/002-002.jpg?sign=1739279590-c26xb3Uk1UrZL20r2PlOkkQxWF5JZ5vK-0-5a106330bb3efa565c70936f09a2ff6f)
图5-6 Fast R-CNN网络架构
![003-001](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/003-001.jpg?sign=1739279590-oloXnYd0lIhBnnpJ6DgTWYbIDF2v5xLR-0-a9a36c6ad42dce36b0951ce65b1b2bdc)
图5-7 Faster R-CNN网络架构
![003-002](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/003-002.jpg?sign=1739279590-wLcLk5r9DSzFpCDG5fwj4PPe4uVrVZWR-0-eba35c5f62edeb890a426640032e1c58)
图5-8 Maks R-CNN架构
![003-003](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/003-003.jpg?sign=1739279590-vy9WWQ2IOq1of7AyWwac7rCcQtLh50cG-0-12a295294f041fdb632776c1d7ebbd25)
图8-4 常见的RNN拓扑结构。图像来源:Andrej Karpathy
![004-001](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/004-001.jpg?sign=1739279590-0fys7jdhi8kDV1Tmn5B1iYnbYr1NE0Vd-0-9030afb1acb797b770cef6de0d4c07ee)
图10-5 经过100次迭代后的最终质心
![004-002](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/004-002.jpg?sign=1739279590-62Zl43IgEK5WUWrEJnwX4WQcqG5HrXyW-0-125a9acfbe6e9d4c34b5e3b9b582743a)
图10-9 绘制2D神经元格子的颜色图
![004-003](https://epubservercos.yuewen.com/FACE01/20940534208098106/epubprivate/OEBPS/Images/004-003.jpg?sign=1739279590-UD4bzssDpDrRsuqdr3SrtmicMW31cMEs-0-9f89f519a75acc52aea4cb7dc8c59845)
图13-2 TensorFlow Lite内部架构