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2017-01-02 18:29:08 -0600 commented answer What are the suitable datasets for an Offline English handwritten OCR application

@Guanta, if we train classifier for words instead of characters, that means the cluster size is much larger, lets say there are 5000 frequently used words, then it will be 5000 clusters, but there are only 72 clusters for charaters + digits. Without so much in-field pratice, is 5000 clusters normal? does that has huge impact to performance?