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.. _release_notes_image-classification:

==================================
Image Classification Release Notes
==================================

0.5.3
=====

* Clean up tutorial documentation naming and remove deprecated swagger demo app
* Rework demonstration page to allow image upload and support object-based detection


0.5.2
=====

* Clean up documentation for install and parameter descriptions
* Add documentation and functionality for environment variables in push request


0.5.1
=====

* Update model to use single image as input type
* Update javascript demo to run with better CORS behavior (github htmlpreview)
* Additional documentation for environmental variables
* Simplify operation for active prediction to use created model (no save+load required)


0.5.0
=====

* Documentation (lesson1) updated with model runner examples.  Deprecation notice
  in using explicit proto- and swagger-based serves.
* Update the structure of the protobuf input and output to use flattened (row-based)
  structure instead of columnar data for all i/o channels.  This should allow
  other inspecting applications to more easily understand and reuse implementations
  for image data.
* Update the demonstration HTML pages for similar modifications.


0.4.6
=====

* Update image examples for open-source video.


0.4.5
=====

* Documentation and package update to use install instructions instead of installing
  this package directly into a user's environment.
* License addition


0.4.4
=====

* Refactor to remote the demo ``bin`` scripts and rewire for direct call of the
  script ``classify_image.py`` as the primary interaction mechanism.
* Refactor documentation into sections and tutorials.
* Create this release notes document for better version understanding.


0.4.3
=====

* Minor refactor to avoid possibly reserved syntax name


0.4.2
=====

* Refactor for compliant dataframe usage following primary client library
  examples for repeated columns (e.g. dataframes) instead of custom types
  that parsed rows individually.
* Refactor web, api, main model wrapper code for corresponding changes.


0.4.0
=====

* Migration from previous library structure to new acumos client library
* Refactor to not need **this** library as a runtime/installed dependency


0.3
===

* Added example for evaluation of a multiple image with all results, saving predictions.