Capabilities

v Output / Input --->	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	..	..	..	..	..
Image	..	New image	..	..	..	Reconstruction, Colorize	..
Video	..	..	..	..	..	..	Colorize
Generate Video	..	..	..	Facial Animate	..	New video	DeepFakes
Model	..	..	..	..	..	3D Model	3D Model
Database Query	..	..	..	..	..	Recipes	Augmented reality
Classification (predefined)	..	News sections	Signal Processing	SoundHound	..	Colorization	Sight Items
Cluster	..	Recommendations	Birdsongs	Spotify	..	..	..
Summary	..	Headlines	..	..	..	Trailer	..
Add Detail	..	..	..	..	..	Enhancement	Enhancement
Calendar	..	Scheduling	..	..	..	..	..
Emotion	..	Sentiment	..	..	Sentiment	..	Sentiment
Prediction	Predict real-value	Autocomplete	..	..	..	..	Predict image
Conversation	..	Assistants	..	..	Assistants	..	..
Companionship	..	Friend	..	..	Friend	..	..
Segmentation	..	..	..	..	..	Recognize Object	Recognize Object
Abnormally detection	Intruder	Cyber detection	Signals	..	..	Pathology	..

• Numeric data to Numeric data - Linear Regression - Predict real-value
• Numeric data to Abnormally detection - Intruder
• Text to Abnormally detection - Cyber detection
• Text to Speech - Synthesize speech
• Text to Classification (pre-defined classes) - News sections
• Text to Cluster - Recommendations
• Text to Text - Headlines, summaries
• Text to Calendar - Scheduling
• Text to Image - Synthesize New image based on a description
• Text to Prediction - Autocomplete
• Text/Image/Video to Sentiment - Emotion detection
• Text Generation - Create AI, synthesize test data, 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) - Chatbot, Virtual Assistants, Language Translation, Conversation Modeling
• (Speech to) Text to Process to Text (to Speech) - Your Friend
• 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, Passenger Screening
• 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 New video based on a picture
• Image to Abnormally detection - retina screening, cancer detection, Pathology
• 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 Database Query - Augmented reality
• Video to Prediction - Predict image next movie frames

• Object Revelation - Drug Discovery, Planets
• Forecasting
• Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance