classifier CLI tool

This is the command line tool from das-element for classification of image, sequence and movie files.

Deploy it on your render farm to use it in a post render process for labeling of elements.

How To

Simple usage: classifier {file}

The result is in JSON format

classifier /path/to/file.mov

# result:
{"/path/to/file.mov": [{"label": "fire", "description": "rapid oxidation of a material", "value": "Q3196"}]}

Multiple files

You can pass multiple file paths to the software

classifier /path/to/file.mov /path/to/another/file.exr

# result:
{"/path/to/file.mov": [{"label": "fire", "description": "rapid oxidation of a material", "value": "Q3196"}],
"/path/to/another/file.exr": [{"label": "torch", "description": "stick with a flaming end used as a source of light", "value": "Q327954"}]}

Multiple results

Get the top X predicted categories by using the flag: --top {number}

classifier -top 3 /path/to/file.mov

# result:
{"/path/to/file.mov": [
      {"label": "torch", "description": "stick with a flaming end used as a source of light", "value": "Q327954"},
      {"label": "fire", "description": "rapid oxidation of a material", "value": "Q3196"},
      {"label": "flame", "description": "visible, gaseous part of a fire", "value": "Q235544"}
]}

flag
`--info`	Shows all information the software. It will list all categories that this version of the machine learning model can classify. id - the identifier for the class from wikidata human-readable - readable label synonym - a list of different words for this class
`--top {number}`	Get results of top X predictions