This series of notebooks will feature Google Cloud Pre-Trained APIs:
- Media Translation
- Cloud Vision
- Cloud Video Intelligence AI
- Translation AI
- Cloud Text-to-Speech
- Cloud Speech-to-Text
- Cloud Natural Language
- Cloud Inference API
- Cloud Data Loss Prevention
- api-fun-demo.ipynb
- a full circle demonstration for most of the Vertex AI based pre-trained APIs
Pre-Trained Models |
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Data Type | Pre-Trained Model | Prediction Types | Related Solutions | |
Text |
Cloud Translation API |
Detect, Translate |
Cloud Text-to-Speech |
AutoML Translation |
Cloud Natural Language API |
Entities (Identify and label), Sentiment, Entity Sentiment, Syntax, Content Classification |
Healthceare Natural Language API |
AutoML Text | |
Image |
Cloud Vision API |
Crop Hint, OCR, Face Detect, Image Properties, Label Detect, Landmark Detect, Logo Detect, Object Localization, Safe Search, Web Detect |
Document AI |
AutoML Image |
Audio |
Cloud Media Translation API |
Real-time speech translation |
Cloud Speech-to-Text |
|
Video |
Cloud Video Intelligence API |
Label Detect*, Shot Detect*, Explicit Content Detect*, Speech Transcription, Object Tracking*, Text Detect, Logo Detect, Face Detect, Person Detect, Celebrity Recognition |
AutoML Video |
ToDo:
- Rename the fun-demo
- add links for client in each section and at top
- overview of capabilities of each API in text
- expand image example
- refine client definitions to latest versions
- split fun-demo into per API demos as hello-world examples
- bring in speech-to-text POC gist
- incorporate Google GitHub package for accuracy measures
- bring in document AI demo