Capabilities

• Numeric data to Numeric data - Linear Regression - Predict real-value
• Data to Abnormally detection
• 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 {| class="wikitable"

|- ! scope="col"| Output / Input ---> ! scope="col"| Numeric ! scope="col"| Text ! scope="col"| Sound ! scope="col"| Audio ! scope="col"| Speech ! scope="col"| Image ! scope="col"| Video

|- ! scope="row"| Numeric | Predict real-value | .. | .. | .. | .. | .. | ..

|- ! scope="row"| Text | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Sound | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Audio | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Speech | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Image | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Video | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Regression | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Classification (predefined) | .. | News sections | .. | .. | .. | .. | .. |- ! scope="row"| Cluster | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Summary | .. | .. | .. | .. | .. | Trailer | .. |- ! scope="row"| Calendar | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Emotion | .. | .. | .. | .. | .. | .. | .. |- ! scope="row"| Abnormally detection | .. | .. | .. | .. | .. | .. | .. |}

• 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