Difference between revisions of "Capabilities"
| Line 271: | Line 271: | ||
* 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/filtering | + | * 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 | ||
| Line 281: | Line 281: | ||
* 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) - [[Assistants | Chatbots]], Virtual [[Assistants]], Language Translation, Conversation Modeling | + | * (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 | ||
| Line 288: | Line 288: | ||
* 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, [[Screening; Passenger, Luggage, & Cargo]] | + | * 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 | ||
| Line 296: | Line 296: | ||
* Image to Video - Synthesize [[Video Synthesis]] based on a picture | * 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)] | + | * [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 | ||
Revision as of 00:18, 13 July 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
- 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
