AI Applications # automates the full lifecycle of data and models for a wide range of AI applications:

  • image classification
  • object detection
  • tabular data
  • language models
  • multi lingual text classification
  • object character recognition (OCR)
  • named entity recognition (NER)

Frameworks #

For a full list of frameworks and their versions:

# -- Get applications --
all_applications = cl.get_applications()


Every application contains the following information:

  'id': '878aea66-16b7-4f10-9d82-a2a92a35728a',
  'created_at': '2021-10-25T17:57:14.323965Z',
  'updated_at': '2021-10-25T17:57:14.323965Z',
  'base_framework': 'pytorch',
  'base_framework_version': '1.10.0',
  'framework': 'fastai',
  'framework_version': '2.5.3',
  'application': 'image_classification',
  'inference_host': 'image-pt-1-10-0-fa-2-5-3',
  'can_convert_to_onnx': True,
  'can_convert_to_coreml': True,
  'can_convert_to_tensorflow': True,
  'can_convert_to_tflite': True,
  'has_labels_file': True,
  'inference_extensions': 'pkl'