Box 1: Yes -
Azure Cognitive Service for Language provides features including:
* Language detection: This pre-configured feature evaluates text, and determines the language it was written in. It returns a language identifier and a score that indicates the strength of the analysis.
Box 2: No -
Handwritten detection is part of OCR (Optical Character Recognition).
Box 3: Yes -
Azure Cognitive Service for Language provides features including:
* Named Entity Recognition (NER): This pre-configured feature identifies entities in text across several pre-defined categories.
Note: Named entity recognition is a natural language processing technique that can automatically scan entire articles and pull out some fundamental entities in a text and classify them into predefined categories. Entities may be,
Organizations,
Quantities,
Monetary values,
Percentages, and more.
People's names -
Company names -
Geographic locations (Both physical and political)
Product names -
Dates and times -
Amounts of money -
Names of events -
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/language-service/overview