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![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P1_1.jpg?sign=1739278920-Kz5GzRWjFzNnvRB3cw7Ic5XUrsGZeJ3O-0-325b126336965967678b1dd7b9a8514f)
图1.26 花朵之间有干扰(两种菊花)
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P1_5.jpg?sign=1739278920-4WmU7sfwwb19GUoENryP1V8yg16GjasO-0-439af707183c8e5037432e037bd8cacf)
图1.27 比较容易推断(向日葵)
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P1_8.jpg?sign=1739278920-8s34fNjDGh0K8LrhCwYty8FAPXKgo46j-0-3567bb5c62084c29b125c4198bbe22bd)
图1.28 比较容易推断(蒲公英)
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P1_12.jpg?sign=1739278920-yeSxJ8mPsoz17YSbMdFUOxe5cvfDwxVw-0-aac12f1ba6534c0dfb0491186386c866)
图1.29 有干扰(4种郁金香)
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P1_15.jpg?sign=1739278920-HMWgJIQJAQAx67tTsWttVfG7GKOIV7NT-0-89bb14c9cc4de1eea4f1f403ded1885e)
图1.48 真机图库的识别结果
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P2_205.jpg?sign=1739278920-OcArIHGj4oSXQGWp0ZkAymFt800hBlcC-0-351a40214c68d3494bb03c5bb99db61e)
图2.41 从相册选图测试
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P2_209.jpg?sign=1739278920-JtJkC8hmBQS3YqjvGd2J3uIzYxInm48w-0-2696afff2839adfbda2e70e47c3ae518)
图3.18 图片25.jpg在置信度阈值为0.13时的测试结果(5种美食全部检出)
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P2_212.jpg?sign=1739278920-5PUdNd5ilKtJm4OYLvATn0VOdyUaGJTo-0-266a3a4aedba36d8d24b9841a0d39a46)
图4.33 YOLOv5s网络逻辑结构
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P3_215.jpg?sign=1739278920-5swNGDX3ppsG5nrionKuwSTi2mhUqpCQ-0-fe75f62e4ac89d6cc02be75529fd309b)
图5.3 Transformer模型结构
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P3_218.jpg?sign=1739278920-tu7aj5IakyyFjObzxKRb9VoNzVULdIIL-0-7eddab160371f7f0875557a368d44751)
图6.9 隐空间解耦的逻辑
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P3_221.jpg?sign=1739278920-6kFqhwnVmAIEPIliQFfFpQ1tKY9fSc4o-0-2fd366d329c5c3eeb7001475d4d2a927)
图6.12 感知路径长度(PPL)反映了图像之间的相似度
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P4_224.jpg?sign=1739278920-wleAhnVEByKdG38gdQBt4jjokBCLT5Tp-0-adce89b3cce857482471aba1077a2dbd)
图8.11 哺乳细胞中的转录调控逻辑示意
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P4_227.jpg?sign=1739278920-KQBnTJ7rJ2iCOpOMcyj8JrTvSCLQ6mS0-0-4b741d7233a3cefe515c3654052fd584)
图9.3 AlphaFold2与实验方法对比
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P4_230.jpg?sign=1739278920-NCIypnOMfMvt8Jz8mqxUkZklPaBDLis0-0-a39f8d9c24b4e3d10793c6a5297f761b)
图9.8 AlphaFold2网络整体逻辑结构
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P5_233.jpg?sign=1739278920-zxjVyi3XBpN2ZHn4BZOyoYJqEOxzHYuL-0-042a52ec17e0ed5e8b6c9b9bb35825d8)
图9.19 不变点注意力(IPA)计算逻辑
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P6_251.jpg?sign=1739278920-8QmKgEPpthh3MruEJ1ozxdKq5uhTgdVM-0-a9ee2fdbfb9a5effd70cd46ad5e76f7d)
图9.20 PDB数据库给出的蛋白LasR的三维实验结构
![](https://epubservercos.yuewen.com/A52FB2/31398333104740106/epubprivate/OEBPS/Images/Figure-P6_254.jpg?sign=1739278920-3z1sfv2d29AaowR3qtEOzhoxF0y4KPm2-0-6f5b459bc68fb174a73baaed09f065ba)
图9.23 5个模型的pLDDT对比