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datawow.predictions modules

Table of Content

Type of AI

Images (AI Beta)

  • Standard Criteria
  • Nudity/Sexual
  • Demographic
  • Standard Criteria & Human

Create

>>> from datawow.predictions import Predictor as predict
>>> result = predict("PROJECT KEY").create(params=param)
params
Field Type Required Description
data string Yes Data for attachment
postback_url string No Image postback url
postback_method string No Postback method
custom_id string No Custom's id

Response of each type AI

There are a difference type of response AI module.

Standard Criteria

"""
{ 
  'image': { 'answer': 'approved',
  'credit_charged': 0,
  'custom_id': None,
  'data': '[image URL]',
  'id': '5a570d8860f4f17a353d313b',
  'postback_url': '[your callback URL]',
  'processed_at': None,
  'project_id': 87,
  'status': 'processing'}
}
"""

Nudity/Sexual

"""
{ 
  'image': { 'answer': { 'sexual': 0.0003511860850267112 } ,
  'credit_charged': 1,
  'custom_id': None,
  'data': '[image URL]',
  'id': '5a547c1660f4f17a353d310c',
  'postback_url': '[your URL]',
  'processed_at': '2018-01-11T11:53:15.197+07:00',
  'project_id': 81,
  'status': 'processed'}
}
"""

Demographic

"""
{ 
  'data': { 'answer': { 'result': [ 
   { 'age': 25,
     'age_prob': 0.08679278939962387,
     'gender': 'male',
     'gender_prob': 0.9268079400062561,
     'positions': 
	    {  'h': 268.20000000000005,
           'w': 248.8,
           'x': 0,
           'y': 11.599999999999994
        }
     }
 ]},
  'credit_charged': 0,
  'custom_id': None,
  'data': '[image URL]',
  'id': '5a5706f460f4f17a353d313a',
  'postback_url': '[your callback URL]',
  'processed_at': '2018-01-11T13:40:57.789+07:00',
  'project_id': 80,
  'status': 'processed'}
}
"""

Standard Criteria & Human

"""
{
  'data': { 'image': { 'answer': 'approved',
  'credit_charged': 1,
  'custom_id': None,
  'data': '[image URL]',
  'id': '5a547c1660f4f17a353d310c',
  'postback_url': '[your URL]',
  'processed_at': '2018-01-11T11:53:15.197+07:00',
  'project_id': 81,
  'status': 'processed'}}
}
"""

Common function

For every classes there are common functions to get list of data and find by ID. We're going to show you how to use it.

Query list of data by list()

>>> from datawow.[some_model] import [the_model] as model
>>> result = model("PROJECT KEY").list()

params

Field Type Required Description
page interger No default 0
per_page string No default 20

Find data with ID by find_id()

>>> from datawow.[some_model] import [the_model] as model
>>> result = model("PROJECT KEY").find_id("YOUR IMAGE ID")

params

Field Type Required Description
image_id string Yes Image's ID or custom ID which is you were assigned