![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=1738930032-Vxw3ojbqY4SwMMwJsVPUp2CFk3Bx0V29-0-2cb48c0085744804f1cf734923a763b4)
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=1738930032-KNYdyHeiyYW6TXcjw9eLSj5OHa6ljWSG-0-15248b48af27ba0b7fe492febdda1731)
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=1738930032-KrlhgPnKvEceI2TDOblMsac0QVgw3EvO-0-450cb2743f62aca3b181c74a8a50cc96)
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=1738930032-Yh5JlnODDumGRt9brq5aaLU94dhKcGGe-0-cf2e222fd49294291b95d41c89699478)
图6.20 颜色数据增补
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P2_612887.jpg?sign=1738930032-z6BmkvbRDZ3K0Caj0J3BFDND7AVG0RNF-0-2ecb5aa02304b7962b05803df6a370eb)
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=1738930032-nCiOCEQhmo9JV9k4YrNhM1fIeUFGrBNm-0-39c15ded83041e422e86197f72574d7c)
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=1738930032-Bh5K9eS7q9rgxKpynEjEEaeHHNXdgtIH-0-04fb2c4ac888bd92a5805dc673628dc0)
图8.25 区域推荐
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613314.jpg?sign=1738930032-2rDUhwPKk2LA2M0OytDWlDM00XeCwB2L-0-4379974cc8857c4d6ca878250df50cc7)
图9.2 语义分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613315.jpg?sign=1738930032-jiQOD6OGSD69hF3ATHBvDVJ7RNmiJAhM-0-a57a65fad02069462e52254c1069aa05)
图9.3 实例分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613318.jpg?sign=1738930032-DwkbdrZVqh052dNlV2nDz8eyKhLrDNhs-0-5098a2bc379603fb4f783546e5f65dbf)
图9.21 显示屏蔽
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613321.jpg?sign=1738930032-gOepWulKl7fQ0f4ZhYraHpuOjUCpkTts-0-36e83511906ee0077f779cf278593e54)
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=1738930032-1LECnBc8AAoj0AmDVbF4nst89R2mKD0u-0-a239bcff666ad2c64fb2d956bfb36663)
图10.48 CycleGAN的功能展示
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613745.jpg?sign=1738930032-imgvCVvz1xIbUicv1yNHTc73hVebI6DY-0-54b65a4b230665d3d54eb29b2e41f575)
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=1738930032-1tdSMbE0KoBCCnJ8FaUSdjzNz3PyZKW1-0-377fcbf2e1b8f9cf576c93bc3ffdfffc)
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=1738930032-M3iBqZzY5V50DdjQ5QNGivUvfpPJwfvb-0-0ba2f96dc9d4add6fd13b0fd7a8aed22)
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=1738930032-jW9ko8O0Wm2TqLNeSKGHkcSH49SaWbZp-0-c623d49622a306bde9aee108de441b2a)
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=1738930032-7L0fD9E9YJ2QMBs0ZQu7m56vpsjqk1ob-0-8003e3ac58f372dbd2da695d7454ada8)
图14.27 准确率绘图
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613754.jpg?sign=1738930032-a6o7TBfX7oyFaka0GYD6dVAGBfGsccES-0-fcc2254ca4b4a4341fe7a3d88641a447)
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=1738930032-a6nKM895MWsCHuGPFq6NteVwUMhzL5gM-0-da9f4ab2c09f756dd88b378277f1ba7d)
图14.33 准确率绘图