CPC G06T 11/203 (2013.01) [G06F 3/04886 (2013.01); G06V 30/22 (2022.01)] | 20 Claims |
1. A system for automated handwriting generation, comprising:
a text input device for inputting a text query having at least one textual word string;
an image input device for inputting a handwriting sample with characters in a writing style of a user;
a computer implemented deep learning transformer model including an encoder network and a decoder network in which each are a hybrid of a convolution network and a multi-head self-attention network having a plurality of attention heads,
wherein the encoder produces a sequence of style feature embeddings from the input handwriting sample,
wherein the decoder takes the sequence of style feature embeddings to convert the at least one textual word string into a generated handwritten image having substantially same writing style as the handwriting sample; and
an output device to output a generated handwriting image.
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