pytorch-cnn-visualizations:卷积神经网络可视化技术的Pytorch实现-源码

上传者: 42134338 | 上传时间: 2021-07-22 23:52:31 | 文件大小: 3.5MB | 文件类型: ZIP
卷积神经网络可视化 该存储库包含许多在PyTorch中实现的卷积神经网络可视化技术。 注意:我删除了cv2依赖性并将存储库移至PIL。 有些事情可能会坏掉(尽管我测试了所有方法),如果在某些情况下无法解决问题,可以提出问题,我将不胜感激。 注意:此存储库中的代码已使用0.4.1的割炬进行了测试,某些功能可能无法在更高版本中使用。 尽管应该花很多时间才能使它工作,但是由于我仍在使用0.4.1,因此我目前没有计划使该存储库中的代码与最新版本兼容。 实施技术 [1] [4] [3]([2]的推广) [3] [15]([2]的无梯度泛化) [8] [9] [5] [10] [4] [14] [12] [13] 我提出以下对抗性例如生成技术从敌对的东西分开的可视化。 - Fast Gradient Sign, Untargeted [11] - Fast Gradien

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