![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=1739475938-Ck9ydyDV5LQCudnRTfP81B8yIVOpEekV-0-6238dfc887fbdefa6fb8038dabf257ca)
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=1739475938-6d4hYO3MDLcf6GH8287XwGyIde2k9mXz-0-e974492eff6272934c95b41299b144a5)
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=1739475938-zgD5HKsRKZ4q4bGH1liA2si1cqVWS3Js-0-ed7c2376f562dac0e485de1f19e7a7a9)
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=1739475938-BFEFou6tKJ4kPKqaZLCkEWRPmb7zK3QZ-0-2a04851ad27e41c44a07adc4973c5e2e)
图6.20 颜色数据增补
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P2_612887.jpg?sign=1739475938-kvmG5dKNYGVBURuMEJ3kYTASY9PpBA5l-0-7ef3ac3dc263a57855e1cb7963fcbf3b)
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=1739475938-OLKEcLg5DbtFui2pgAZp5ioL5LKZX9ed-0-ec61dc1639b7e74781c717cd9efe6a5a)
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=1739475938-BHQ5fRhOJz0Br70XCXwla3JK5vai0SeU-0-a517bd4833257670df122789454b88a5)
图8.25 区域推荐
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613314.jpg?sign=1739475938-HOwB1nIcKLXGybMnCyRxJ17gZeAKv1Rc-0-770cdf42aa9e73416e307bdf5023f5e9)
图9.2 语义分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613315.jpg?sign=1739475938-opTkNyu7SDxourdpSv2Rt05B2TxK4lyR-0-4a3ce17804655c0011608d670a205a6e)
图9.3 实例分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613318.jpg?sign=1739475938-m6yJPN6A0Mgbxd8gI331sOn6i5DAm6Mh-0-709e20f86e6f24a077c728f04dc45ad7)
图9.21 显示屏蔽
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613321.jpg?sign=1739475938-bPJtldv7UeuGDqMyOUJVtkkPdMWkLqkh-0-46a42b30aeed422ad9365d6e20a62190)
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=1739475938-6mUerZw1JNNajW5ZfPXq4ukpZYZf0GUp-0-fb85aa27cf869fdc15a91a40b397648b)
图10.48 CycleGAN的功能展示
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613745.jpg?sign=1739475938-NMZp0ZbpoEdZWIT0RuAkCZG8a4sltpOH-0-c70e58945056b725be6022e84795a5b8)
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=1739475938-zzAbJWxrEBrdOXT84VByWrdZ2LSZCtpq-0-1bba80df34c41f6d87b784b6f18a1184)
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=1739475938-LOGSdhYWC6HcybusbocDR4BGEasZBBlT-0-80823f349dca22b8b3f0d32146becbbf)
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=1739475938-plZ3dQmVW8udDvJRkRIeIcsBIFDU3xJ7-0-8e78ccb8e99ca3aa1d79d9608fa35560)
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=1739475938-dN46PvEOpNYQVqokxp76QH4qjmUEHSrD-0-81127cfeb99daddea8770c18a3b30184)
图14.27 准确率绘图
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613754.jpg?sign=1739475938-QzJKoYI23UP3dbQf3wT3PVcO59sbxhcN-0-2e97d77902fca800752deee2d422f1b4)
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=1739475938-rROkD51M5jkWAYDlkBysOK5RBhUxNon0-0-6cdef17fa37793ad084ab3baa2343cc7)
图14.33 准确率绘图