Difference between revisions of "Capabilities"
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* [[AI Solver]] for determining possible algorithms for your needs | * [[AI Solver]] for determining possible algorithms for your needs | ||
+ | * [[Case Studies]] where these capabilities are used | ||
+ | * [http://pathmind.com/wiki/data-for-deep-learning Data for Deep Learning | Chris Nicholson - A.I. Wiki pathmind] | ||
− | {| class="wikitable" | + | {| class="wikitable" <!-- generated with [[w:de:Wikipedia:Technik/Text/Basic/EXCEL-Tabellenumwandlung]] V2.1 --> |
− | |- | + | |- style="font-size:11pt;font-weight:bold" align="center" |
− | + | |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 | |
− | + | |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 | |
− | | [[...predict values]] | + | |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" | .. |
− | | [[Count Customers]] | + | |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" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [[Colorize]],[[Image Classification]] | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |||
+ | |- 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" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [[Lie Detection]] | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |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" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [[Space/Planets]] | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |style="font-size:11pt;color:#222222" align="right" | | ||
+ | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" align="right" | | ||
+ | |||
+ | |- 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" | .. | ||
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|} | |} | ||
− | * 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 Numeric list - classify each data point into a specific group - [[...cluster]] | ||
* Numeric data to Abnormally detection - [[Intruder]] | * Numeric data to Abnormally detection - [[Intruder]] | ||
* Text to Abnormally detection - [[Cybersecurity]] | * Text to Abnormally detection - [[Cybersecurity]] | ||
* Text to Speech - [[Synthesize speech]] | * 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 Calendar - [[Scheduling]] | * Text to Calendar - [[Scheduling]] | ||
* Text to Image - Synthesize [[Generated Image]] based on a description | * Text to Image - Synthesize [[Generated Image]] based on a description | ||
* Text to Prediction - [[Autocomplete]] | * Text to Prediction - [[Autocomplete]] | ||
− | * Text/Image/Video to [[Sentiment]] - Emotion detection | + | * Text/Image/Video to [[Sentiment Analysis | Sentiment]] - Emotion detection |
* Text to Text - [[Headlines]], summaries | * Text to Text - [[Headlines]], summaries | ||
* Data to Text - Robot Writing [[Natural Language Generation (NLG)]] database analysis, news content | * 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 | * 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 - Speech [[Recognizer & NLP]], Natural Language Processing (grammar, syntax and semantics), transcripts | ||
− | * (Speech to) Text to Process to Text (to Speech) - | + | * (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) Text to Process to Text (to Speech) - Your [[Friend]] | ||
* (Speech to) Data - obtaining [[Voice Vectors]] to construct 3D image of face, income level, health | * (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 | * Sensor Signals/Speech/Video to [[Lie Detection]] - Micro-expression changes in the eyes, voice, posture, etc. determine truthfulness | ||
− | * Image to Classification - [[Colorization]] | + | * Image to Classification - [[Colorization]], [[Image Classification]] |
* Audio to Classification (predefined classes) - [[SoundHound]], genre | * Audio to Classification (predefined classes) - [[SoundHound]], genre | ||
* Sound to Classification (predefined classes) - [[Signal Processing]], genre | * Sound to Classification (predefined classes) - [[Signal Processing]], genre | ||
− | * Video to Classification (predefined classes) - Computer [[Sight Items]] identification, [[Passenger | + | * 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]] | * Sound to Cluster - grouping related items together e.g. [[Birdsongs]] | ||
* Audio to Cluster - grouping related songs together e.g. [[Spotify]], Pandora | * Audio to Cluster - grouping related songs together e.g. [[Spotify]], Pandora | ||
* Sound/Audio to Abnormally detection - [[Signals]], Transmission troubleshooting, Electronic warfare | * 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]] | * Audio to Video - [[Facial Animate]] | ||
− | * Image to Video - Synthesize [[ | + | * Image to Video - Synthesize [[Video Synthesis]] based on a picture |
* Image to Abnormally detection - retina screening, cancer detection, [[Pathology]] | * 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 - [[Colorize]] B/W movies and photos | ||
* Image/Video to Image/Video - Image [[Enhancement]], age regression | * Image/Video to Image/Video - Image [[Enhancement]], age regression | ||
* Image/Video to Segmentation - [[Recognize Object]], Collision avoidance | * Image/Video to Segmentation - [[Recognize Object]], Collision avoidance | ||
− | * Image to Text - Digit recognition, Handwriting recognition, Optical [[Character | + | * [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 Image - Image [[Reconstruction]], complete obstructed image | ||
* Image to Database Query - [[Recipes]] | * Image to Database Query - [[Recipes]] | ||
Line 253: | Line 307: | ||
* Video to Numeric - [[Count Customers]] | * Video to Numeric - [[Count Customers]] | ||
* Video to Text - [[Captioning]], Real-time sign language | * Video to Text - [[Captioning]], Real-time sign language | ||
− | * Video to Database Query - [[ | + | * 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 | * Video to Prediction - [[Predict image]] next movie frames | ||
== More == | == More == | ||
Line 259: | Line 315: | ||
* [[Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance]] | * [[Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance]] | ||
* [[Style Transfer]] | * [[Style Transfer]] | ||
− | + | * [[Metaverse]] | |
Revision as of 23:24, 27 October 2020
...Google search ...Google search
- 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
- 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
More
- Forecasting
- Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance
- Style Transfer
- Metaverse