Name: TensorFlow：開源的機器學習 (TensorFlow: Open source machine learning)
Uploaded: 2021-01-14T06:04:08.000Z
Duration: 2 min 18 s
Description: 【看影片學英語】數萬部 YouTube 影片，搭配英漢字典即點即查，輕鬆掌握單字發音與用法，長久累積看電影不必再看字幕。

Deep learning is this branch of machine learning

We have had experience building software for

Although it was initially a research project, we've since

collaborated with about 50 different teams at Google

and deployed these systems in real products

Today, it's used heavily in our speech recognition systems,

in the new Google Photos product, in Gmail, in search.

We’ve really taken all that experience and built that into TensorFlow

TensorFlow is this machine learning library that's used across Google

for applying deep learning to a lot of different areas.

Doing both artificial intelligence research

They're really powerful at doing various kinds of perceptual

These models are able to actually make it so computers can actually see.

what is in an image when you're looking at it.

And that enables all kinds of powerful product features.

Machine learning is the secret sauce for the products of tomorrow.

It no longer makes sense to have separate tools

for researchers in machine learning and people who are

There should really be one set of tools that researchers can use

to try out their crazy ideas and if those ideas work,

they can move them directly into products

bring new understanding to existing problems,

advance the state of the art on existing problems,

understand new problems that were considered before.

Then on the engineering side, the goal is to take those insights

and use them to enable products and product features

Part of the point of TensorFlow is to allow collaboration

It allows the researcher on one location to develop an idea and explore it.

And then just send code that someone else can use at the other side of the world.

to be able to use the devices around them.

We think having this as an open source tool really helps that

So we expect developers to be able to do a lot more than they can do today.

We think we have the best machine learning infrastructure in the world

and we have the opportunity to share that.