I have a dataset of 1000 labels. I would like to build a custom model from this dataset with three labels, say
Others will be large in number for this approach. I understand that this could be an issue since the classifier has seen more
Large dataset --> Seperate to Dogs, Cats and others --> Classifier --> Predicts Dogs, Cats or Others.
What are the other approaches which can be taken in this situation?