![深度学习全书:公式+推导+代码+TensorFlow全程案例](https://wfqqreader-1252317822.image.myqcloud.com/cover/894/47216894/b_47216894.jpg)
上QQ阅读APP看书,第一时间看更新
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P1_612458.jpg?sign=1739001931-ZZfJZjkvYX5ZzKQKNnDfDk6t2zSiEmay-0-d1f28c4624309de7ac202879a8968975)
图2.13 二次方曲线执行结果
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P1_612459.jpg?sign=1739001931-aks2tR0FLbPR5nKip6bvtzZKfMG8Q8li-0-9ff412e47631a819d62e8ace702e838e)
图2.46 Student’s t分布的概率密度函数
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P1_913735.jpg?sign=1739001931-hRqjDyKAofcZbNGBJDxFkpaPliRr6IGy-0-a7ca8f5b3a0676cee165103fb6ab14c0)
图6.7 各式卷积执行结果
(a)原图;(b)灰阶化
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P1_612466.jpg?sign=1739001931-mSwz705C5ZDjYbhFAuj0ibRGrbVkRT4o-0-883af69eed3086540eadc1d491c65856)
图6.20 颜色数据增补
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P2_612887.jpg?sign=1739001931-g8OSgtw4d9YDt3R1OWXjA55FkGxP9vRa-0-a12fa868c4e86c3ce9d3dc9bb2626bd5)
图6.29 左上角的图像为原图,左下角的图像显示了辨识热区,即猴子的头和颈部都是辨识的主要关键区域
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P2_612890.jpg?sign=1739001931-288LnFLdRwkGp4CABC3bUtPLAOd3vhPf-0-d01b74f40f4c12ac8e7ea1b5fbdc220d)
图8.2 目标检测类型
(图片来源:Detection and Segmentation[4] )
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P2_612893.jpg?sign=1739001931-bkwVUulRi85vEItTHZeIhZR1akee1oLn-0-dc07740d8b8d67399c86a4607d2c8888)
图8.25 区域推荐
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613314.jpg?sign=1739001931-XnZPRFlRFUjFeRFRqooOZ3trBgE9ck81-0-c7684551bb244cada6e82e9e6634c0a4)
图9.2 语义分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613315.jpg?sign=1739001931-1Dzi7bqK9fy6ckyqt0yaKO1eUceqosI9-0-4fc38676718d48aa0d22ea11724d4eee)
图9.3 实例分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613318.jpg?sign=1739001931-6jtfjbUE09rwgdgzHJOCtIsVDiuuTJl5-0-ae599a6187c05f1091c7fa4fa8fe33b0)
图9.21 显示屏蔽
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613321.jpg?sign=1739001931-TAT5V54BUZ3Cy7NjMJAJC4AyO6U3dev8-0-0dc4bb569894b76735ddd62f73c5d938)
图10.33 ColorGAN
(图片来源:“Colorization Using ConvNet and GAN”[14] )
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613324.jpg?sign=1739001931-GlWWSkiDWXfjI7XCL5c2hq62VT71rooG-0-35b3bce55c2c3f9e5eda3b8c34fdb5bd)
图10.48 CycleGAN的功能展示
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613745.jpg?sign=1739001931-QgOmgi6EzsiI2NFy1uGmH47dsRCNa5nN-0-c46c986bad74f70e79c028e59e082f3f)
图12.13 实际数据和预测数据图表
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613746.jpg?sign=1739001931-cCPmrDWZEXaWheuOr1pV98phjhQJk8EW-0-4dc846e3119b70a137a284aa6d82cf5f)
图12.14 绘制实际数据及预测数据图表
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613749.jpg?sign=1739001931-ADJJY5yFGjeAXTLJyJqCx0MM2SgKJ3yA-0-6e8fe50f49b6a4f3c50604fff626486e)
图12.15 绘制实际数据与预测数据图表
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613750.jpg?sign=1739001931-9hO5mfj1yCzSPSomBO0wBB2ONgzFvAZe-0-c95e82cc43d332bc81178e42b6a1ccdc)
图12.16 绘制实际数据和预测数据图表
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613753.jpg?sign=1739001931-QQRCE476sv5H30yYRHfMTp9ke7Xg6Adu-0-4c1db9403a8682736663900911589bb0)
图14.27 准确率绘图
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613754.jpg?sign=1739001931-ZmKiltsKrFbWHIgc37BlOe0tK6YrfuoO-0-62ae0b02fe6d909d0b197c31e7dbfef2)
图14.28 训练与验证准确率绘图
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613757.jpg?sign=1739001931-axRV7yyfR1j8JwEhXVF2OSe3SHIUt6hQ-0-f672146d61739f14d44eb8f1c6a5dec7)
图14.33 准确率绘图