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If the character you are drawing is one that is in current usage, most likely you are not drawing it using the correct stroke order sequence. Our stroke order recognition is based on the stroke order sequence, not the shape of the character once it has been completely drawn. Before you start the handwriting recognizer, you should also make sure that you have specified whether you are searching for simplified or traditional characters.
No, the Yellowbridge dictionary is only available online.