But the greatest potential lies in linking the two datasets.

但是最大的潜力是连接两大数据组。

Now, not every dataset is behind a FOIL Request.

另外，不是每组数据都需要 填写信息自由法案的申请。

The children’s math skills are improving and the datasets collected by the robots are huge.

的数学能力正在提高，机器人收集的数据集也非常庞大。

All the data collected will be stored by the Open Science Foundation as a public dataset.

所有收集到的数据都将由开放科学基金会作为公共数据集存储。

This means that it can synthesize new samples from the learned dataset.

也就是说它可以从已学习的数据集中合成新样本。

However, this means that we have to label our datasets, so we have to add some additional information to every image we have.

然而，这也意味着我必须要我的数据集贴上标签，好让我在已有的每张图片中加上些额外信息。

" The goal is to build this huge dataset and make it available."

“我的目标是建立庞大的数据集并使其可被利用。”

When new solutions pop up in the future, this dataset can be used as a yardstick to compare results with.

将来有新的算法时，这个数据集可以作为比较的标杆。

The authors also kindly provided a dataset with more than 200 full apartments with well over a thousand photos and annotations for future use in followup research works.

文章作者还为我提个数据库，其中有超过200个完整公寓的上千张已标注的照片，这也方便将来的相关研究工作。

MegaFace's creators say it's the largest publicly available facial-recognition dataset out there.

MegaFace 的创建者说，这是目前最大的公开面部识别数据集。

The author also has a GitHub repository with a few more clarifications, stating that the source code of the project and the dataset will be available soon.

作者还有个 GitHub 项目，里面有更详细的说明，说明中提到项目的源代码和数据集很快就可以投入使用。

An additional two pairs of 'buddy glasses' allow extra users to watch, but not interact with, the 3D display, while a separate monitor shows a 2D depiction of the dataset.

除此之外，还有额外的两副" 好友眼镜" 允许额外两名用户查看3D图像，但它不支持交互；此外还有单独的监视器，会以2D方式呈现该数据集。

And with this, we can get a better understanding of the air flow around the wings of a hummingbird, but we can also learn more from pre-existing NASA aircraft datasets.

有这个，我就能更好地理解蜂鸟翅膀周围的气流，但是我也可以从之前美国航空航天总局的航空器数据组中解更多。

It was clear, therefore, that part of the overall strategy isn't just selling huge quantities of stuff, it was to develop completely new stuff, targeted at selecting consumers based on Alibaba's vast datasets.

显然，雀巢整体销售战略的这部分，不只为销售大量的产品，同时也是要基于阿里巴巴庞大的数据库，开发出针对特定消费者的全新商品。

We do have large datasets that because of the developments in computer science and in regular standard computers, even laptops, have made this kind of work much easier for art historians.

我确实有大量的数据集，由于计算机科学、常规标准计算机，甚至笔记本电脑的发展，这类工作对艺术史学家来说更加容易。

Creating such a dataset and publishing it is incredibly laborious, and could easily be a paper on its own, and here, we also get an excellent solution for this problem as well.

制作并且发表个这么大的数据库是十分费时费力的，甚至单就这个数据库就可以很容易地发篇文章，而这里，作者不仅提数据库，还提个非常好的算法去解这类问题。

However, a key difference here is that without such pairings, we don't need these labels, we can use significantly more training samples in our datasets which also helps the learning process.

然而 这里的个重要区别是 没有这样的配对 我不需要这些标签，我可以在我的数据集中使用更多的训练样本 这也有助于学习进程。

The trouble is, for many of the researchers who'd like to design systems to address these challenges, massive datasets for experimentation just don't exist — at least, not in formats that are accessible to academic researchers.

问题是，对于许多想要设计系统来应对这些挑战的研究人员来说，用于实验的大量数据集根本不存在——至少，学术研究人员无法接触到这种形式的数据库。

The already existing video databases are surprisingly sparse in this sort of information, and in this new, freshly published dataset, we can learn on a 100.000 labeled videos to accelerate research in this direction.

现存的视频数据库极其缺少这类信息，而在这个最新公布的数据里，我能够基于10万个标记的视频来促进这个方面的研究。

The authors also published a new dataset to solve these kind of problems in future research works, and, it is also super useful because the output of their technique can be compared to ground truth data.

论文作者还发布新的数据集将来研究使用，而且该技术的输出可以与真实场景相比较。