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What is Artificial
Intelligence? (AI)
What is Machine
Learning?
Applications?
What is Project Oxford
JSON:
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"language": "en",
"orientation": "Up",
"regions": [
{
"boundingBox": "41,77,918,440",
"lines": [
{
"boundingBox": "41,77,723,89",
"words": [
{
"boundingBox": "41,102,225,64",
"text": "LIFE"
},
{
"boundingBox": "356,89,94,62",
"text": "IS"
},
{
"boundingBox": "539,77,225,64",
"text": "LIKE"
}
. . .
TEXT:
LIFE IS LIKE
RIDING A BICYCLE
TO KEEP YOUR BALANCE
YOU MUST KEEP MOVING
Detection Result:
JSON:
[
{
"faceRectangle": {
"width": 109,
"height": 109,
"left": 62,
"top": 62
},
"attributes": {
"age": 31,
"gender": "male",
"headPose": {
"roll": "2.9",
"yaw": "-1.3",
"pitch": "0.0"
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"faceLandmarks": {
"pupilLeft": {
"x": "93.6",
"y": "88.2"
},
"pupilRight": {
"x": "138.4",
"y": "91.7"
},
...
Verification Result:
JSON:
[
{
"isIdentical":false,
"confidence":0.01
}
]
<speak version="1.0"
xmlns="http://www.w3.org/2001/10/synthesis"
xmlns:mstts="http://www.w3.org/2001/mstts"
xml:lang="en-US">
<voice name="Microsoft Server Speech Text to Speech
Voice (en-US, ZiraRUS)">
Synthesize audio from text, to speak to your users.
</voice></speak>
{
“entities”: [
{
“entity”: “flight_delays”,
“type”: “Topic”
}
],
“intents”: [
{
“intent”: “FindNews”,
“score”: 0.99853384
},
{
“intent”: “None”,
“score”: 0.07289317
},
{
“intent”: “ReadNews”,
“score”: 0.0167122427
},
{
“intent”: “ShareNews”,
“score”: 1.0919299E-06
}
]
}
https://www.projectoxford.ai
http://www.projectoxford.ai
Demos
Getting Started with Project Oxford and Deployment on Azure
UWP Demos
Explore the-power-of-project-oxford

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Explore the-power-of-project-oxford

Notes de l'éditeur

  1. the intelligence exhibited by machines or software how to create computers and computer software that are capable of intelligent behavior include reasoning, knowledge, planning, learning, natural language processing (communication), perception human intelligence—the sapience of Homo sapiens sapiens—"can be so precisely described that a machine can be made to simulate it.“ IRobot, Ex Machina, etc.
  2. evolved from the study of pattern recognition and computational learning theory in artificial intelligence Where artificial intelligence meets Statistics Field of study that gives computers the ability to learn without being explicitly programmed How do we tell a computer to recognize tree? Give it characteristics of a tree explicitly? Give it a set of millions of tree images and let it learn from them Applications Computer Vision/OCR Credit Card Fraud Netflix/Amazon recommendations
  3. evolved from the study of pattern recognition and computational learning theory in artificial intelligence Where artificial intelligence meets Statistics Field of study that gives computers the ability to learn without being explicitly programmed How do we tell a computer to recognize tree? Give it characteristics of a tree explicitly? Give it a set of millions of tree images and let it learn from them Applications Computer Vision/OCR Credit Card Fraud Netflix/Amazon recommendations
  4. Microsoft and Machine Learning http://www.infoworld.com/article/2886132/machine-learning/how-machine-learning-ate-microsoft.html “I honestly can't think of any recent product development that Microsoft has been involved in that hasn't involved machine learning,” Speech to text and text to speech in UWP Cortana language recognition Skype translator Xbox voice with Kinect Clutter in office 365 Onenote handwriting to text
  5. Don’t have to be a data sciences, don’t have to have a background in Machine Learning Code Snippets – C#, Java, JS, Objective C, PHP, Python, Ruby MLaaS – Machine Learning as a Service SDKs also available UWP has Emotion, Speech, Face available Couldn’t get Vision package to work