Zero Shot Learning, Computer Vision, NLP, Pytorch, Machine Learning.
encode the labels to: text = tokenizer([f"{x} clothing item" for x in classes]) So “skirt” becomes “skirt clothing item”. This helps add more context to the task and improves the validation accuracy to 90%. As comparison, finetuning an xception model using thousands of labeled training samples only