They are limited by what we humans already know about animal communication in order to label the training data.

它们受限于我们人类已了解的动物交流，以便标记训练数据。

But even before these have been worked out properly, data from Kinsa's remote thermometers are flagging up useful warnings.

在这些数据被正确计算出来之前，来自Kinsa的远程温度计的数据已标记出了有用的警告。

The app, called Pivot, will match GPS data from your mobile device with geolocation data tags on images in a database.

这款名为枢轴的应用能将个人移动设备上的全球定位系统数据与数据库图像中的地理定位数据标记进行匹配。

Copilot gives you key data points and flags potential issues.

Copilot 为您提供关键数据点并标记潜在问题。

It is true that data-labelling is dreary, and that content-moderation can require mental-health counselling.

确实， 数据标记很乏味，并且内容审核可能需要心理健康咨询。

This will help extend those models to work for languages where there isn't any labeled training data available to train the system.

这将有助于扩展这些模型，其适用于没有任何标记训练数据可用于训练系统的语言。

But as engineers push them into ever more complex applications, human expertise will remain essential in the labelling of data.

随着工程师将它们推向越来越复杂的应用，人类的专业知识在数据标记方面仍至关重要。

Then, an algorithm goes in, and starts tweaking all those values to train the neural network, using labeled data for training and testing.

，一个算法进入，并开始调整所有这些值来训练神网络，用标记数据进行训练和测试。

These experts can recognize different moths, so they not only record the feature values, but also label that data with the actual moth species.

这些专家可以识别不同的蛾类， 因此他们不仅记录特征值，还用实际的蛾类标记该数据。

Instead of human-labeled examples, they are trained on a large amount of unlabeled data, and then can sort it according to patterns and categories it detects all on its own.

它们不是基于人类标记的示例进行训练，而是基于大量未标记的数据进行训练，根据它自己检测到的模式和类别进行排序。

We will ensure that every one of our AI-generated images has metadata and markup in the original file to give you context if you come across it outside of our platforms.

我们将确保我们每个由人工智能生成的图像在原始文件中都有元数据和标记， 以便你在我们的平台之外看到它时，为你提供相应信息。

Around the world, animal researchers are in the midst of a massive data collection effort, tagging and recording animals with video and sound and spatial data to feed these data-thirsty models.

世界各地的动物研究人员正在进行大规模的数据收集工作，标记和记录动物的视频、声音和空间数据，以供这些数据饥渴的模型用。

You`ll have lawmakers posing very challenging questions to Mark about the company`s use of data in light of the Cambridge Analytica scandal and everything that`s come out, and also the weaponization of the platform for political purposes.

将会有议员们向马克提出非常具有挑战性的问题，关于FACEBOOK利用剑桥分析公司丑闻的数据进行标记，以及为政治目的而将平台武器化的问题。

Grasslands and forests, The researchers are developing two early warning code to sift through real-world, climate data, and flag up signs of people undertaking gear, engineering mischief on the slide to test this code.

草原和森林， 研究人员正在开发两个预警代码， 以筛选现实世界的气候数据，并标记人们在幻灯片上进行装备、工程恶作剧的迹象，以测试该代码。

This means that we don't need to label this data, or in other words, we don't need to specify how each pixel sounds, it learns to infer all this information from the video and sound signals by itself.

这意味着我们不需要标记这些数据，换句话说，我们不必指定每个像素的声音，它学会了自己从视频和声音信号中推断所有信息。