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
- 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
