Capabilities
- Object Revelation - Drug Discovery, Planets
- Forecasting
- Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance
| v Output / Input ---> | Numeric | Text | Sound | Audio | Speech | Image | Video |
|---|---|---|---|---|---|---|---|
| Numeric | Predict real-value | .. | .. | .. | .. | .. | 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
- Speech to Text - Speech Recognizer & NLP, Natural Language Processing (grammar, syntax and semantics), , transcripts
- Text to Calendar - Scheduling
- Text to Image - Synthesize New image based on a description
- Image to Video - Synthesize New video based on a picture
- Text to Prediction - Autocomplete
- Video to Prediction - Predict image next movie frames
- Text/Image/Video to Sentiment - Emotion detection
- (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
- 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
- Image to Abnormally detection - retina screening, cancer detection, Pathology
- Image/Video to Segmentation - Recognize Object, Collision avoidance
- Image to Text - Digit recognition, Handwriting recognition, Optical Character recognition (OCR)
- Image to Database Query - Recipes
- Video to Database Query - Augmented reality
- Video to Text - Captioning, Real-time sign language
- Generate Text - Create AI, synthesize test data, software code, scripts
- Generate Audio - Synthesize songs, Make music
- Generate Image/Video - Art/Image/Actors generation from scratch, DeepFakes
- Audio to Video - Facial Animate
- Image to Image - Image Reconstruction, complete obstructed image
- Image/Video to 3D Model/Image/Video
- Video to Numeric - Count Customers
- [Image/Video to Image/Video - Colorize B/W movies and photos
- [[Image/Video to Image/Video - Image Enhancement, age regression
