https goo glym 8 br W Screamers https

https: //goo. gl/ym 8 br. W

Screamers https: //youtu. be/hdb. R 0 K 5 e 5 BI 9

人 智慧的應用 • 人 智慧目前在電腦領域內，得到了愈加廣泛的重視。 在機器人(Robotics) 、電腦視覺(Computer vision) 、經濟 政治決策、控制系統、 模擬系統中得到應用。 • AI in Business – – – Expert Systems 專家系統 Neural Networks 神經網路、 Convolutional Neural Networks Genetic Algorithms 基因演算法 Intelligence Agent 智慧代理人 下棋、自動化技術、機器人撰稿記者、自動駕駛、醫學領域… Neural Networks Convolutional Neural Networks Deep Learning 11

8 - puzzle Chess 12

• Deep Blue, the IBM RS/6000 parallel supercomputer that defeated Chess Grandmaster Garry Kasparov in May 1997. 13

人 智慧的研究 • • • 自然語言處理 (Natural language processing ) 智慧搜索 (AI search) 圖形識別 (Pattern Recognition ; 樣式識別) 機器學習 (Machine Learning) 知識庫系統(Knowledge-based systems ) 推理 (Reasoning) ，邏輯程式設計 (Logic programming) 專家系統 (Expert system) 類神經網路 (Artificial Neural network ) 基因演算法(Genetic algorithm ) 模糊理論 (Fuzzy theory) … 15

Othello 黑白棋 Othello On-Line Heuristic search 金角銀邊 Othello 觀戰 或 挑戰 在線黑白棋 (也可觀戰 或 挑戰) 19

Tensor. Flow, TPU • Tensor. Flow是一個開源軟體庫，用於各種感知和語言理解任務 的機器學習。目前被 50個團隊用於研究和生產許多Google商業 產品，如語音辨識、Gmail、Google 相簿和搜尋，其中許多產品 曾使用過其前任軟體Dist. Belief。(開發者: Google大腦團隊) • CPU -- https: //en. wikipedia. org/wiki/Central_processing_unit • GPU(Graphics Processing Unit) vs. 比特幣 – https: //www. zhihu. com/question/22219245 • TPU(Tensor Processing Unit) https: //www. maicoin. com/

AI frameworks (框架) • Py. Torch(Ease of Use)、 • Torch 7(Facebook AI lab)、 • Tensorflow(Google, 2016) • • Caffe(Python Library, 2013)、 Caffe 2(supported by FB) CNTK(MS)、 MXNet(Amazon, Apache)—C++/Python/JS…、 Deep. Learning 4 j(Java)、 Theano(Python framework, ceased in 2017)、 Keras(wrapper on top of Theano)

Cmore. TV (手機版)頁面 Google Play 搜尋 cmore. TV 29

長茂科技 Cmore. Arduino智慧生活應用示範 相關影片連結 https: //youtu. be/a. D_PKw. ULMKQ 30

長茂科技 Cmore. TV+藍牙 SOS Button 相關影片連結: https: //youtu. be/hj. NE_4 i. UKFY https: //youtu. be/t 9 FFWXb 4 J 2 o 32

長茂科技 Cmore. Arduino智慧尿布 加水導通後 相關影片連結 https: //youtu. be/4 vywn 6 Ewl. Ag 33

Cmore. TV頻道-998 長茂產品demo頻道 https: //goo. gl/k. Mxy. WV

Io. Ttalk: A Platform for Io. T Applications Quick Development 林一平教授研發團隊 National Chiao Tung University

What is Io. Ttalk? • Io. Ttalk is an Io. T device management tool • Io. T management concept – Device Feature • The function or capability which an Io. T can provide – Device Model An Io. T device For example: • A set of device features Name Lin’s phone Model Smartphone • A device model refers to Feature 1 G-sensor a specific product Feature 2 Mic. – Device name Feature 3 Display • The name of a specific product ⁞ ⁞ 38

Why is Io. Ttalk? • Applications can simply develop with lower efforts • Simple and intuitive GUI • Application development without real devices is feasible 39

Applications can simply develop with lower efforts • Reusable DF modules – Even they are different Io. T devices 40

Application development without real devices is feasible • Do not need the real devices first to develop applications • The simulator provides the numerical values as inputs 41

Easy to Deploy and Operate Appliances/Io. T Devices Connection g it n g tin ec nn Co Air conditioner Connecting TV n o C Lighting Connecting Co nn Wi-Fi ec tin Access Point g (with Io. Ttalk inside) ec tin g Co nn i. Robot c e n Fan Smartphone 42

Io. Ttalk and Arduino Yun (1/2) Wi-Fi AP Arduino Yun ATmega 32 u 4 IDA: Io. T DA Io. Ttalk IDA Database GUI Bridge DA: device application DAN: DA to Network DAI: DA to Io. T device IDA: Io. T DA Linino AR 9331 DA DAI DAN HTTP (Wi. Fi) ORM API Execute Comm. HTTP Config & Connect 43

Io. Ttalk and Arduino Yun (2/2)

Io. Ttalk with AI / Machine Learning

Create a Project Step 1 https: //iottalk. vip http: //iottalk. club Step 2 https: //demo. iottalk. tw https: //test. iottalk. tw Io. TTalk 物聯網應用操作入門

Select an Input Device Model and Features Step 3. Select a Device Model Step 4. Select Device features, and an icon is appeared https: //iottalk. vip http: //iottalk. club Io. TTalk 物聯網應用操作入門

Select an Output Device Model and Features Step 5. Similar to Steps 3 and 4 Io. TTalk 物聯網應用操作入門

Connect IDF to ODF Step 6. Draw a line to connect IDF and ODF Io. TTalk 物聯網應用操作入門 Step 7. Select the IDF function to set the connection logic

Demo using iottalk • https: //demo. iottalk. tw https: //iottalk. vip/6 • http: //iottalk. club https: //map. iottalk. tw/map • Test. iottalk. tw http: //garden. iottalk. tw/edcam/ • 自行安裝 iottalk server – 需要取得交大林一平教授研發團隊授權 – 請洽 陳素蓉小姐, (03)5712121#52904 交大分機 52904 – https: //reurl. cc/NR 8 Kx (即 iottalk. vip/0#QANDA) Io. TTalk 物聯網應用操作入門 https: //iottalk. vip/0 https: //iottalk. vip/5

簡介AIo. T (人 智慧＋物聯網)的平台與應用 謝謝捧場 tsaiwn@cs. nctu. edu. tw https: //iottalk. vip 蔡文能 http: //iottalk. club