Preparing your Models and Datasets

In order to validate your models, you need to format your model and dataset files in a specific way.

Formatting your Models and Datasets

• Preprocessing your Datasets
  • Supported File Formats
• Defining a Model interface
  • Step 1: Specify model path
  • Step 2: Retrieve custom code
  • Step 3: Access the model
  • Step 4: Import / implement preprocessing function
  • Step 5: Implement a predict function

Registering your Models and Datasets with Robust Intelligence

• Uploading to Cloud Storage (Optional)
  • Uploading Data Files
  • Uploading Images
  • Uploading Model Directories
• Registering Models, Datasets, and Predictions
  • Registering a Model Using the SDK
  • Registering a Dataset Using the SDK
  • Registering a Prediction Set Using the SDK
• Data Configuration
  • A) Connection Info
  • B) Data Parameters
• Model Configuration
  • Template
  • Arguments