4 Channel Load Classifier Predictor

DL Model Notes

1. This AI model achieved up to 95% accuracy during training for inputs of up to 6 words (space-separated), and up to 99% accuracy for inputs of up to 3 words (space-separated).
2. This model can understand English, Hinglish, Romanized Hindi words as it's trained on mixture of these. Eg:- led on, Pankha start kardo, Muje andhera pasand hai, turn on light of this room
3. This AI model predicts one output from a maximum of Eight possible outputs: LIGHT_ON, LIGHT_OFF, FAN_ON, FAN_OFF, MUSIC_ON, MUSIC_OFF, DOOR_OPEN, DOOR_CLOSE.
4. This model may produce undesired outputs if the input statement is not relevant to the above categories.
5. If the model fails to correctly classify any sentence related to LIGHT_ON, LIGHT_OFF, FAN_ON, or FAN_OFF , MUSIC_ON, MUSIC_OFF, DOOR_OPEN, DOOR_CLOSE, please share that exact sentence with us at +91 7707992524. We will use it to retrain the model so it does not create issues in the future.
6. This Model was last trained on 11-05-2026.

Command Input

Prediction Output