Data preprocessing

Edge AI Lab

tags
edge-ai-lab

Set up the following settings for input data and task configuration.

  • Data Type — Choose Integer 16-bit as the data type (corresponds to the data we have uploaded).
  • Normalization Type — Select Unique scale. A unique scale for each feature is used when features have different ranges.
  • Task Type — Multi Classification, selected during Solution Creation, enables the model to recognize multiple gesture classes.
  • Evaluation Metric — Choose Balanced Accuracy (ensures fair performance measurement when gesture classes are imbalanced).

Input data and task configuration