Skip to content

Files

Latest commit

29b2a76 · Mar 3, 2023

History

History
This branch is 1534 commits behind statmike/vertex-ai-mlops:main.

Applied Pre-Trained APIs

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
Oct 7, 2022
Nov 28, 2022
Mar 3, 2023

ga4

/Applied Pre-Trained APIs/readme.md

This series of notebooks will feature Google Cloud Pre-Trained APIs:

Notebooks

  • api-fun-demo.ipynb
    • a full circle demonstration for most of the Vertex AI based pre-trained APIs

Pre-Trained APIs

Pre-Trained Models AutoML
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