Retrain model with additional data


I’ve trained some image classify model with 4280images with 12labels . and it done.

If I have more image about total 10,000images and 20label

  1. I have to train all new model ?
  2. Can I retrain my model ? please advise

Thank you.

Hi there! I’d recommend just retraining the model with your new complete dataset. If you were dealing with a really massive model there might be different strategies you could take (machine learning - Should a model be re-trained if new observations are available? - Data Science Stack Exchange, Retrain/reuse fine-tuned models on a different set of labels · Issue #5905 · huggingface/transformers · GitHub) but in your case I think retraining is the best option.