Demo: ML in Google Photos

這裡的例子是Google Photos
拍照完後，儲存在裝置中的照片或是影片，不用特別標記，當在搜尋那兒 輸入關鍵字即可。

以我的Google Pixel 3a 手機為例:
<食物>

<桌球>

[題外話]
如果是 Google 手機的話，儲存相片的容量是無限量!

[使用技術] Deep Learning

a combination of several models that is quite intuitive

Google Translate app - point a phone camera at a street sign and it translates the
sign for you

model 1 : find the sign.
model 2 : read the sign do OCR -- optical character recognition -- on it
model 3 : translate the sign (maybe a third model to detect the language, and a fourth
model to translate the sign)
model 4 : superimpose translated text. // 翻譯成各國語言
model 5 : a sixth model to select the font to use (optimal)
Smart Reply - email program suggests
three possible responses to received emails

sequence-to-sequence model : takes the received email as input and generates
the response as the output

Ref :

• Google Team
• Google ML Study Jam