Capabilities

Output / Input --->	Numeric	Text	Sound	Audio	Speech	Image	Video
Numeric	Predict real-value	..	..	..	..	..	..
Text	..	..	..	..	..	..	..
Sound	..	..	..	..	..	..	..
Audio	..	..	..	..	..	..	..
Speech	..	Synthesize speech	..	..	..	..	..
Image	..	..	..	..	..	..	..
Video	..	..	..	..	..	..	..
Regression	..	..	..	..	..	..	..
Classification (predefined)	..	News sections	..	..	..	..	..
Cluster	..	Recommendations	..	..	..	..	..
Summary	..	..	..	..	..	Trailer	..
Calendar	..	..	..	..	..	..	..
Emotion	..	..	..	..	..	..	..
Abnormally detection	Intruder	..	..	..	..	..	..

• Numeric data to Numeric data - Linear Regression - Predict real-value
• Numeric data to Abnormally detection - Intruder
• Text to Speech - Synthesize speech
• Text to Classification (pre-defined classes) - News sections
• Text to Cluster - grouping related items together without labeling them, e.g. grouping patient records with similar symptoms without knowing their symptoms
• Text to Abnormally detection
• Text to Text - Headlines, summaries
• (Text to) Natural Language Processing (grammar, syntax and semantics)
• Text to Calendar
• Text to Image/Video - Synthesize new images bases on a description
• Text/Video to Prediction - Autocomplete, Future image
• Text/Image/Video to Sentiment - Emotion detection
• Speech to Text - Speech recognition, transcript
• (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
• Sound/Audio/Image/Video to Classification (predefined classes) - SoundHound, genre
• Sound/Audio/Image/Video to Cluster - grouping related items together e.g. Pandora, birdsongs
• Sound/Audio to Abnormally detection
• Image/Video to Abnormally detection
• Image/Video to Segmentation - Object recognition, Collision avoidance
• Image to Text - Digit recognition, Handwriting recognition, Optical character recognition (OCR)
• Video to Text - Captioning, Real-time sign language
• Generate Text - Synthesize test data, Software code, Scripts
• Generate Sound/Audio - Synthesize songs
• Generate Image/Video - Art/Image/Actors generation from scratch, DeepFakes
• Image to Image - Image reconstruction, complete obstructed image
• Image/Video to 3D Model/Image/Video
• Image/Video to Image/Video - Image enhancement, age regression, colorize B/W movies
• Object Revelation - Drug Discovery, Planets
• Forecasting
• Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance