Pre-Training Checks

Training will not begin if any prerequisite is missing. The system checks automatically when Start Training is clicked.

Audio Classification & Gesture Recognition

Check	What is verified
Audio/Gesture project selected	Active project must be an Audio or Gesture type
Model configuration available	model_config.json must exist in the project
Features generated	X_train.npy, X_test.npy, y_train.npy, y_test.npy must exist
Environment accessible	Conda environment with required packages must be active

Image Classification

Check	What is verified
Image project selected	Active project must be an Image Classification type
Model configuration saved	"Save Configuration" must have been clicked
data.yaml exists	YAML file must be present in the project root
Environment accessible	Conda environment with ultralytics must be active

IMPORTANT

If any check fails, a warning explains what is missing. Resolve it before attempting to start training.