微軟展示很多的AI應用工具
emotional AI
Visual studio tool AI
DSVM data science virtual machineDLVM deep learning VM
security for AI
亞洲研究院長洪小文演講
how MS's digital transformation help you?
..engage your customers
..empower your employees
..optimise your operations
..transform your products
智慧金字塔
from top to bottom
5. 智慧 wisdom
4. 創造力creativity discovering new things
3. 領悟举一反三 cognition, insight, reasoning, planning, decision
2.耳聰目明perception by vision or hearing
1.計算及記忆 computing n memory
說明
1.
cloud AI stack
-底层是收集資料、听到什麼或看到什麼可以轉成資料,
然後如何分類儲存資料、如何快速的存取到需要的資訊、本地或送上cloud去運算
2.
-CNN或DNN use Restnet layer
-object detection, instance segmentation by image
-semantic segmrntation,
video captioning,
cognitive service API 看听說、語言庫、知識庫
ex.how-old .net,
3.
xiaoice 微軟小氷、第5代、重在IQ+EQ
閒聊而能互动、40M十用戶、2萬多群组、每次对話超過20句互動
雖未做圖靈測試\但互動20多次已超過了
IOT应用循環、physical world status, sensor, data , analysis, ddcision, actuator, physical world result
manufacturing process 可用這種應用
black box vs white box cognition
目前AI analysis know what or why, but dont know how
未來AI則要人的智慧加入、來找到因果關係的辨認
HI human intelligence
因此MS設計 power BI cloud service , 呈現automatic insight,
4,
AI來作詩、真正的作品已出品: 阳光失了玻璃窗
两位台大資工系的畢業生
就拿一張照片、AI去抓关鍵字然後抓適合的字
三步驟、先作詩lyrics, 再譜曲melody, 唱出來singing
demo
AI來畫圖
AI來合成照片或油畫
AI做photo to photo , digitl lighting, time lapse 塗成四季颜色、makeup, colorization 黑白变彩色
video 加上 style , 很多工具会flickering, MS 則可以smoothing
good artists cooy, great artists steal.
a poet borrows, immature poet imitate, mature poet steal.
computation, ability to execute algorithms
creativity, new algorithm to solve new problems
但現在机器很难自己發展新algorithm,
5.
consciousness n mind
awareness, sentience, subjectivity, sapience
MSR mirror self recognition test
很多动物通過不了、只有人才會
i think, therefore i am. mind.body problem.
有些人認為、創造力最強是在意志力薄弱時、但未必是必要條件
沒有留言:
張貼留言