![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=1738848882-i5e0eXu7LrjnylMBaOtyojTJAGyIsuqg-0-5da50bdeab0c0e3eaa8337d6945dd326)
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=1738848882-bpQYOoa7IxBo5nNizyxXEwvnqnAXlhoh-0-84206e2906ee2ea8e18708a002d2a5c6)
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=1738848882-sMgCudyOqlGg0tD75CjZI2PDjdbWA5Mz-0-aea5a3dcecd22d99d83fde3096cfccbd)
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=1738848882-ZH67ubU5HEr6tyt72QMNCbo0sIHI584f-0-eddd5d623ae43ba9a64dd90a87c2d59e)
图6.20 颜色数据增补
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P2_612887.jpg?sign=1738848882-rNKTdZUrCrEKtWTjmWhxzYWTrC2c73Db-0-51f6a88e76b52eb0cf2d7bda450a4fdb)
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=1738848882-AD8OXCaScXtdlftzw9qvooF2DYyXuGtF-0-03acca654946bb1c2531e7712b561f5f)
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=1738848882-qPAXG64V1P3t0kHRvNEeCkv2HgmCl764-0-acffc67fc7c7f867829ff369d2f6fdfa)
图8.25 区域推荐
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613314.jpg?sign=1738848882-sIRaGYCOgH8noKcN5AZEzszNuZeJXo5X-0-80874248deb955e9631be86ca8f70343)
图9.2 语义分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613315.jpg?sign=1738848882-okBecRqVyJhpSjMufMywySk4ZZVysZUD-0-19fd0f892d823951bc663ffc0c76e7ef)
图9.3 实例分割
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613318.jpg?sign=1738848882-n9rGxR4233YsMnp4PFZ0z6zD9iK00GRD-0-624b09a1a86577ae0e783d571446e589)
图9.21 显示屏蔽
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P3_613321.jpg?sign=1738848882-GbYU33GijN5CTkWjQ1lDXVEnYxzFQ2yK-0-13a222fe391dee05f2b4d75f4b35d880)
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=1738848882-35b3vv0JHHe4UlCg2I6aPQP9LB59eKm5-0-4fd8cd9e69ef64f6717016a6c1bd1f40)
图10.48 CycleGAN的功能展示
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613745.jpg?sign=1738848882-bYAK8RPkYFq1Fq8ba7SoJQ7Qru00L6zb-0-8fe4e40b5c36cb60014b632613354fd5)
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=1738848882-iLjZxRGaFIP3FEmELeQcAUoS6juNJPCV-0-c60bb91fe6acc8a59efdbb8170c37f19)
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=1738848882-kxKKF5rWyAR7cZPa39bAcnnWCezlUpON-0-00eac0753ce3d3491dc64a22bf4786b3)
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=1738848882-RLsKtdUEvmwgjnAiE3J9ROlXoA4pbAiw-0-5d14748ed48cb07e510a4e07d2bcc317)
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=1738848882-MVuhLSv0oYoryUVXppqfOOmU890JWnVU-0-0fa324b5dee71b18ddf4ac755e2e57b8)
图14.27 准确率绘图
![](https://epubservercos.yuewen.com/E1A109/26581885501428906/epubprivate/OEBPS/Images/Figure-P4_613754.jpg?sign=1738848882-DKHPZrOxuOFCDO8kq7RHDNaIyP2szCdx-0-8852c22e1e1a2cede9e5ff77a731919c)
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=1738848882-LEUpYqT8FAoqvKVKmy4X4It5SMoF97OA-0-b4d7f985622de2a2ce8012436a919b30)
图14.33 准确率绘图