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graphology's Introduction

Graphology

A model that utilizes a combination of deep learning and federated learning to recognize handwriting features indicative of dysgraphia.

Note

fold 4 performance is the best, acc is up to 0.8 but after adding FL gramework to train, acc become extremely lowwwwwwwwwww, the next step to do is to find out why

To Do Next

compare other FL open source and record the results. analyze them and upload the graph and recorde use PowerBI
connect the function with LINE office account, so that user can upload their graph to model, return predict result in percentage form
record result with date and plot

graphology's People

Contributors

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