This should sound vaguely familiar, because it's a lot like a convolution.

这听起来应该有点耳熟，因为它很像。

This operation, of applying a kernel to a patch of pixels, is call a convolution.

这种将内核应用于像素块的操作称为。

Moreover, separable deep convolution blocks were employed to enhance object feature information and reduce model computation.

此外，采用了可分离深度块，以增强对象特征信息并减少模型计算量。

And one thing worth noticing is that as we do this convolution, it's possible to get negative values.

值得注意的一件事是， 当我们进行时，有可能得到负值。

This area is almost but not quite  the value of the convolution at s.

该面几乎但不完全是 s 处的值。

Machine learning kernels such as LSTMs, convolutions, and neuron layers are included as well as an expanded set of matrix math operations.

机器习内核，比如 LSTMs、码和神经元也包括在内，还有扩展的矩阵操作。

To find anything approaching the violence and convolution of Hardy's plots one must go back to the Elizabethan drama.

要找到任何接近哈代节的暴力和错综复杂的东西，我们必须回到伊丽莎白时代的戏剧。

Humanity thus rises naturally out of humility, and twists the cords of love that in various convolutions entangle the heart.

人性因此从谦卑中自然而然地升起，并缠绕着缠绕在心间的爱的绳索。

And we spent a lot of time building up two distinct ways to visualize  what this convolution operation really is.

我们花了很多时间建立两种不同的方法来可视化这运算的真正含义。

The  essence of what we want to compute is what the convolution between two  copies of this function looks like.

我们想要计算的本质是这函的两副本间的是什么样子的。

Once our smaller list of values entirely overlaps with the bigger one, think about what each term in this convolution really means.

一旦较小的值列表与较大的值列表完全重叠，请考虑此中的每一项的真正含义。

For there drifted out to Soapy's ears sweet music that caught and held him transfixed against the convolutions of the iron fence.

甜美的音乐飘进索比的耳朵，把他吸引住了，他把身体紧紧地贴在那盘旋形的铁栅栏上。

In fact, if we pass a neuron 2D pixel data, rather than a one-dimensional list of inputs, it's exactly like a convolution.

事实上，如果我们传递一神经元 2D 像素据，而不是一一维的输入列表，它就像一。

That second lesson is also meant to be the follow  on to the convolutions video that I promised.

第二课也是我承诺的视频的后续课程。

The very first convolutional layer might find things like edges, as that's what a single convolution can recognize, as we've already discussed.

第一层可能会找到边缘类的东西，因为这是单可以识别的东西，正如我们已经讨论过的那样。

This technique uses a convolutional neural network to accomplish something similar, but in the end, it doesn't give us an image, but a set of convolution kernels.

这项技术用了神经网络以完成类似的东西，但最终它并没有给出一副画面，而是一系列的核心程序。

Not to mention, solving that system is certainly going to be computationally as difficult as just doing the convolution in the first place.

更不用说，解决该系统在计算上肯定会像最初进行一样困难。

These outputs are then processed by subsequent layers of neurons, allowing for convolutions on convolutions on convolutions.

然后这些输出由后续的神经元层处理，允许在上进行。

The architecture of MS-FRCNN is improved to detect lower-level features by incorporating feature maps from shallower convolution feature maps for regions of interest (ROI) pooling.

MS-FRCNN的架构经过改进，通过在感兴趣区域（ROI）池化过程中融入更浅特征图的特征图，以实现对低级特征的有效检测。

But the prose writer, without these restrictions, accumulated clauses, petered out in interminable catalogues, tripped and stumbled over the convolutions of his own rich draperies.

但是，散文作家如果没有这些限制，就会累大量的条款，在无休无止的目录中逐渐消失，在自己丰富的帷幔的盘旋中绊倒和绊倒。