Difference between revisions of "Capabilities"

Revision as of 23:24, 27 October 2020

AI Solver for determining possible algorithms for your needs
Case Studies where these capabilities are used
Data for Deep Learning | Chris Nicholson - A.I. Wiki pathmind

Input ---> Output v	Numeric	Text	Sound	Audio	Speech	Image	Video
Numeric	...predict values	..	..	..	..	..	Count Customers
Text	..	Create AI	..	..	Recognizer & NLP	Character Recognition	Captioning
Audio/Sound	..	..	..	Make music	..	..	..
Speech	..	Synthesize speech	..	Voice Vectors	..	..	..
Image	..	Generated Image	..	..	..	Reconstruction	..
						Colorize,Image Classification
Video	..	..	..	..	..	..	Colorize
Generate Video	..	..	..	Facial Animate	..	Video Synthesis	DeepFakes
Model	..	..	..	..	..	3D Model	3D Model
Database Query	..	Robot Writing	..	..	..	Recipes	Immersive Reality
Classification	..	News	Signal Processing	SoundHound	..	Colorization	Sight Items
Cluster	...cluster	Recommendation	Birdsongs	Spotify	..	..	..
Summary	..	Headlines	..	..	..	Trailer	Video Intelligence
Add Detail	..	..	..	..	..	Enhancement	Enhancement
Calendar	..	Scheduling	..	..	..	..	..
Emotion	..	Sentiment	..	..	Sentiment	..	Sentiment
					Lie Detection		Lie Detection
Prediction	...predict values	Autocomplete	..	..	..	..	Predict image
Object Revelation	..	Drug Discovery	..	..	..	Image Retrieval / Object Detection	..
		Space/Planets
Conversation	..	Assistants	..	..	Assistants	..	Immersive Reality
Companionship	..	Friend	..	..	Friend	..	..
Segmentation	..	..	..	..	..	Recognize Object	Recognize Object
Abnormally detection	Intruder	Cybersecurity	Signals	..	..	Pathology	..

Numeric data to Numeric data - Regression - ...predict values
Numeric data to Numeric list - classify each data point into a specific group - ...cluster
Numeric data to Abnormally detection - Intruder
Text to Abnormally detection - Cybersecurity
Text to Speech - Synthesize speech
Text to Classification (pre-defined classes) - News sections/filtering, Sentiment Analysis
Text to Cluster - Recommendation engines
Text to Calendar - Scheduling
Text to Image - Synthesize Generated Image based on a description
Text to Prediction - Autocomplete
Text/Image/Video to Sentiment - Emotion detection
Text to Text - Headlines, summaries
Data to Text - Robot Writing Natural Language Generation (NLG) database analysis, news content
Script (Text) Generation - Create AI synthesize test data, software code, software code, scripts
Speech to Text - Speech Recognizer & NLP, Natural Language Processing (grammar, syntax and semantics), transcripts
(Speech to) Text to Process to Text (to Speech) - Chatbots, Virtual Assistants, Language Translation, Conversation Modeling, Voice recognition
(Speech to) Text to Process to Text (to Speech) - Your Friend
(Speech to) Data - obtaining Voice Vectors to construct 3D image of face, income level, health
Sensor Signals/Speech/Video to Lie Detection - Micro-expression changes in the eyes, voice, posture, etc. determine truthfulness
Image to Classification - Colorization, Image Classification
Audio to Classification (predefined classes) - SoundHound, genre
Sound to Classification (predefined classes) - Signal Processing, genre
Video to Classification (predefined classes) - Computer Sight Items identification, Screening; Passenger, Luggage, & Cargo Image classification, Video analysis
Sound to Cluster - grouping related items together e.g. Birdsongs
Audio to Cluster - grouping related songs together e.g. Spotify, Pandora
Sound/Audio to Abnormally detection - Signals, Transmission troubleshooting, Electronic warfare
Audio Generation - Synthesize songs, Make music
Audio to Video - Facial Animate
Image to Video - Synthesize Video Synthesis based on a picture
Image to Abnormally detection - retina screening, cancer detection, Pathology
Image to Text (Classification) Image classification
Image/Video to Image/Video - Colorize B/W movies and photos
Image/Video to Image/Video - Image Enhancement, age regression
Image/Video to Segmentation - Recognize Object, Collision avoidance
Image to Text - Digit recognition, Handwriting recognition, Optical Character Recognition (OCR)
Image to Image - Image Reconstruction, complete obstructed image
Image to Database Query - Recipes
Image/Video to 3D Model/Image/Video
Generate Image/Video - Art/Image/Actors generation from scratch, DeepFakes
Video to Numeric - Count Customers
Video to Text - Captioning, Real-time sign language
Video to Text - Video Intelligence, scenes are classified, searchable, & summarized
Video to Video (Hologram) - Immersive Reality
Video to Database Query - Immersive Reality
Video to Prediction - Predict image next movie frames

Difference between revisions of "Capabilities"

Revision as of 23:24, 27 October 2020

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+{{#seo:
+|title=PRIMO.ai
+|titlemode=append
+|keywords=artificial, intelligence, machine, learning, models, algorithms, data, singularity, moonshot, Tensorflow, Google, Nvidia, Microsoft, Azure, Amazon, AWS
+|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
+}}
 [http://www.google.com/search?q=~capability+machine+learning+ML ...Google search]
+[http://www.google.com/search?q=capability+questions+deep+machine+learning+ML ...Google search]
-{| class="wikitable"
+* [[AI Solver]] for determining possible algorithms for your needs
-|-
+* [[Case Studies]] where these capabilities are used
-! scope="col"| v Output  /  Input --->
+* [http://pathmind.com/wiki/data-for-deep-learning Data for Deep Learning | Chris Nicholson - A.I. Wiki pathmind]
-! scope="col"| Numeric
-! scope="col"| Text
-! scope="col"| Sound
-! scope="col"| Audio
-! scope="col"| Speech
-! scope="col"| Image
-! scope="col"| Video
-|-
+{| class="wikitable" <!-- generated with [[w:de:Wikipedia:Technik/Text/Basic/EXCEL-Tabellenumwandlung]] V2.1 -->
-! scope="row"| Numeric
+|- style="font-size:11pt;font-weight:bold" align="center"
-| [[...predict values]]
+|style="background-color:#EAECF0;color:#808080" width="90" height="31" | Input ---><br />Output v
-| ..
+|style="background-color:#C6E0B4;color:#222222" width="107" | Numeric
-| ..
+|style="background-color:#E2EFDA;color:#222222" width="107" | Text
-| ..
+|style="background-color:#C6E0B4;color:#222222" width="107" | Sound
-| ..
+|style="background-color:#E2EFDA;color:#222222" width="107" | Audio
-| ..
+|style="background-color:#C6E0B4;color:#222222" width="107" | Speech
-| [[Count Customers]]
+|style="background-color:#E2EFDA;color:#222222" width="107" | Image
+|style="background-color:#C6E0B4;color:#222222" width="107" | Video
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Numeric
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[...predict values]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Count Customers]]
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="17" | Text
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Create AI]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Recognizer & NLP]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Character Recognition]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Captioning]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Audio/Sound
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Music#Making Music|Make music]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Speech
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Synthesize speech]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Voice Vectors]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Image
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Generated Image]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Reconstruction]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" align="right" height="16" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Colorize]],[[Image Classification]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Video
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Colorize]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Generate Video
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Facial Animate]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Video Synthesis]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[DeepFakes]]
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Model
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[3D Model]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[3D Model]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Database Query
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Natural_Language_Generation_(NLG)|Robot Writing]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Recipes]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Immersive Reality]]
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Classification
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[News]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Signal Processing]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[SoundHound]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Colorization]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Sight Items]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Cluster
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[...cluster]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Recommendation]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Birdsongs]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Spotify]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Summary
+|style="background-color:#F8F9FA;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Headlines]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [http://www.youtube.com/watch?v=gJEzuYynaiw Trailer]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Google_AutoML|Video Intelligence]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Add Detail
+|style="background-color:#F8F9FA;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Enhancement]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Enhancement]]
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Calendar
+|style="background-color:#F8F9FA;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Scheduling]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Emotion
+|style="background-color:#F8F9FA;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Sentiment Analysis|Sentiment]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Sentiment Analysis|Sentiment]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Sentiment Analysis|Sentiment]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" align="right" height="16" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Lie Detection]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Lie Detection]]
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Prediction
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[...predict values]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Autocomplete]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Predict image]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="31" | Object Revelation
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Drug Discovery]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Image Retrieval / Object Detection]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" align="right" height="16" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Space/Planets]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="font-size:11pt;color:#222222" align="right" | &nbsp;
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | &nbsp;
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Conversation
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Assistants]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Assistants]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" |  [[Immersive Reality]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="16" | Companionship
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Friend]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Friend]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|-  align="center"
+|style="background-color:#DDEBF7;font-weight:bold;color:#222222" height="16" | Segmentation
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Recognize Object]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Recognize Object]]
+|-  align="center"
+|style="background-color:#BDD7EE;font-weight:bold;color:#222222" height="26" | Abnormally detection
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Intruder]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Cybersecurity]]
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Signals]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
+|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" |  [[Pathology]]
+|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | ..
-|-
-! scope="row"| Text
-| ..
-| [[Create AI]]
-| ..
-| ..
-| [[Recognizer & NLP]]
-| [[Character recognition]]
-| [[Captioning]]
-|-
-! scope="row"| Audio/Sound
-| ..
-| ..
-| ..
-| [[Make music]]
-| ..
-| ..
-| ..
-|-
-! scope="row"| Speech
-| ..
-| [[Synthesize speech]]
-| ..
-| [[Voice Vectors]]
-| ..
-| ..
-| ..
-|-
-! scope="row"| Image
-| ..
-| [[Generated Image]]
-| ..
-| ..
-| ..
-| [[Reconstruction]], [[Colorize]]
-| ..
-|-
-! scope="row"| Video
-| ..
-| ..
-| ..
-| ..
-| ..
-| ..
-| [[Colorize]]
-|-
-! scope="row"| Generate Video
-| ..
-| ..
-| ..
-| [[Facial Animate]]
-| ..
-| [[New video]]
-| [[DeepFakes]]
-|-
-! scope="row"| Model
-| ..
-| ..
-| ..
-| ..
-| ..
-| [[3D Model]]
-| [[3D Model]]
-|-
-! scope="row"| Database Query
-| ..
-| ..
-| ..
-| ..
-| ..
-| [[Recipes]]
-| [[Augmented reality]]
-|-
-! scope="row"| Classification (predefined)
-| ..
-| [[News sections]]
-| [[Signal Processing]]
-| [[SoundHound]]
-| ..
-| [[Colorization]]
-| [[Sight Items]]
-|-
-! scope="row"| Cluster
-| [[...cluster]]
-| [[Recommendation]]
-| [[Birdsongs]]
-| [[Spotify]]
-| ..
-| ..
-| ..
-|-
-! scope="row"| Summary
-| ..
-| [[Headlines]]
-| ..
-| ..
-| ..
-| [http://www.youtube.com/watch?v=gJEzuYynaiw Trailer]
-| ..
-|-
-! scope="row"| Add Detail
-| ..
-| ..
-| ..
-| ..
-| ..
-| [[Enhancement]]
-| [[Enhancement]]
-|-
-! scope="row"| Calendar
-| ..
-| [[Scheduling]]
-| ..
-| ..
-| ..
-| ..
-| ..
-|-
-! scope="row"| Emotion
-| ..
-| [[Sentiment]]
-| ..
-| ..
-| [[Lie Detection]] [[Sentiment]]
-| ..
-| [[Lie Detection]] [[Sentiment]]
-|-
-! scope="row"| Prediction
-| [[...predict values]]
-| [[Autocomplete]]
-| ..
-| ..
-| ..
-| ..
-| [[Predict image]]
-|-
-! scope="row"| Object Revelation
-| ..
-| [[Space/Planets]], [[Drug Discovery]]
-| ..
-| ..
-| ..
-| ..
-| ..
-|-
-! scope="row"| Conversation
-| ..
-| [[Assistants]]
-| ..
-| ..
-| [[Assistants]]
-| ..
-| ..
-|-
-! scope="row"| Companionship
-| ..
-| [[Friend]]
-| ..
-| ..
-| [[Friend]]
-| ..
-| ..
-|-
-! scope="row"| Segmentation
-| ..
-| ..
-| ..
-| ..
-| ..
-| [[Recognize Object]]
-| [[Recognize Object]]
-|-
-! scope="row"| Abnormally detection
-| [[Intruder]]
-| [[Cybersecurity]]
-| [[Signals]]
-| ..
-| ..
-| [[Pathology]]
-| ..
 |}
-* Numeric data to Numeric data - Regression - [[...predict values]]
+* Numeric data to Numeric data - [[Regression]] - [[...predict values]]
 * Numeric data to Numeric list - classify each data point into a specific group - [[...cluster]]
 * Numeric data to Abnormally detection - [[Intruder]]
 * Text to Abnormally detection - [[Cybersecurity]]
 * Text to Speech - [[Synthesize speech]]
-* Text to Classification (pre-defined classes) - [[News sections]]
+* Text to Classification (pre-defined classes) - [[News]] sections/filtering, [[Sentiment Analysis]]
-* Text to Cluster - [[Recommendation]]
+* Text to Cluster - [[Recommendation]] engines
-* Text to Text - [[Headlines]], summaries
 * Text to Calendar - [[Scheduling]]
 * Text to Image - Synthesize [[Generated Image]] based on a description
 * Text to Prediction - [[Autocomplete]]
-* Text/Image/Video to [[Sentiment]] - Emotion detection
+* Text/Image/Video to [[Sentiment Analysis | Sentiment]] - Emotion detection
-* Sensor Signals/Speech/Video to [[Lie Detection]] - Micro-expression changes in the eyes, voice, posture, etc. determine truthfulness
+* Text to Text - [[Headlines]], summaries
-* Text Generation - [[Create AI]], synthesize test data, software code, scripts
+* Data to Text - Robot Writing [[Natural Language Generation (NLG)]] database analysis, news content
-* Speech to Text - Speech [[Recognizer & NLP]], Natural Language Processing (grammar, syntax and semantics), , transcripts
+* Script (Text) Generation - [[Create AI]] synthesize test data, software code, software code, scripts
-* (Speech to) Text to Process to Text (to Speech) - Chatbot, Virtual [[Assistants]], Language Translation, Conversation Modeling
+* Speech to Text - Speech [[Recognizer & NLP]], Natural Language Processing (grammar, syntax and semantics), transcripts
+* (Speech to) Text to Process to Text (to Speech) - [[Assistants | Chatbots]], Virtual [[Assistants]], Language Translation, Conversation Modeling, Voice recognition
 * (Speech to) Text to Process to Text (to Speech) - Your [[Friend]]
 * (Speech to) Data - obtaining [[Voice Vectors]] to construct 3D image of face, income level, health
-* Image to Classification - [[Colorization]]
+* Sensor Signals/Speech/Video to [[Lie Detection]] - Micro-expression changes in the eyes, voice, posture, etc. determine truthfulness
+* Image to Classification - [[Colorization]], [[Image Classification]]
 * Audio to Classification (predefined classes) - [[SoundHound]], genre
 * Sound to Classification (predefined classes) - [[Signal Processing]], genre
-* Video to Classification (predefined classes) - Computer [[Sight Items]] identification, [[Passenger Screening]]
+* Video to Classification (predefined classes) - Computer [[Sight Items]] identification, [[Screening; Passenger, Luggage, & Cargo]] Image classification, Video analysis
 * Sound to Cluster - grouping related items together e.g. [[Birdsongs]]
 * Audio to Cluster - grouping related songs together e.g. [[Spotify]], Pandora
 * Sound/Audio to Abnormally detection - [[Signals]], Transmission troubleshooting, Electronic warfare
-* Audio Generation - Synthesize songs, [[Make music]]
+* Audio Generation - Synthesize songs, [[Music#Making Music|Make music]]
 * Audio to Video - [[Facial Animate]]
-* Image to Video - Synthesize [[New video]] based on a picture
+* Image to Video - Synthesize [[Video Synthesis]] based on a picture
 * Image to Abnormally detection - retina screening, cancer detection, [[Pathology]]
+* [http://horatio.cs.nyu.edu/ Image to Text (Classification)] Image classification
 * Image/Video to Image/Video - [[Colorize]] B/W movies and photos
 * Image/Video to Image/Video - Image [[Enhancement]], age regression
 * Image/Video to Segmentation - [[Recognize Object]], Collision avoidance
-* Image to Text - Digit recognition, Handwriting recognition, Optical [[Character recognition]] (OCR)
+* [http://deeplearning.cs.toronto.edu/i2t Image to Text] - Digit recognition, Handwriting recognition, Optical [[Character Recognition]] (OCR)
 * Image to Image - Image [[Reconstruction]], complete obstructed image
 * Image to Database Query - [[Recipes]]
@@ Line 243: / Line 307: @@
 * Video to Numeric - [[Count Customers]]
 * Video to Text - [[Captioning]], Real-time sign language
-* Video to Database Query - [[Augmented reality]]
+* Video to Text - [[Google AutoML#Video Intelligence |Video Intelligence]], scenes are classified, searchable, & summarized
+* Video to Video (Hologram) - [[Immersive Reality]]
+* Video to Database Query - [[Immersive Reality]]
 * Video to Prediction - [[Predict image]] next movie frames
 == More ==
@@ Line 249: / Line 315: @@
 * [[Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance]]
 * [[Style Transfer]]
+* [[Metaverse]]
 <youtube>BmkA1ZsG2P4<</youtube>