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Training Charts

Audio Classification & Gesture Recognition​

Accuracy and Loss curves update after each epoch. Both accuracy values should trend upward; all loss values should trend downward.

Image Classification​

  • Accuracy Chart — plots Precision and mAP50 over epochs (should trend upward)
  • Loss Chart — plots Box Loss, Cls Loss, and DFL Loss over epochs (should trend downward)

If validation loss rises while training loss falls, the model is overfitting. Early stopping (controlled by Patience) handles this automatically.