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Proper Documentation #4
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Can you share you result for training? This look amazing, I am trying to do one Burmese digit recognition system (for research purpose only) with your data. I just want to compare and we can share some insight after I've done my model training. |
@hectorhui There are a few people who built an app example and write an article with this data. Probably, you can reference their works. We also have plan to collect additional raw data for the If you use BHDD or parts of BHDD for research, please cite this repo even though we haven't published our own paper for data processing. |
@swanhtet1992 |
We had 100+ contributors. We took test data from approximately 30 different writers. The weakness in this dataset is that almost all contributors are at the same age. We noticed that hand writings can be pretty much the same for the age group. We are planning to add below 10 years old and above 40 years old age group. If you have sources where we can get contributors from such age groups, do let me know.
That depend on your architecture and how deep you go. Since you are using CNN, it's kinda overkill for these kinds of datasets. Even for MNIST, LeNet-5 could achieve 0.8 test error rate. So, that's normal to have such high accuracy. May be you could try Linear Classifier, KNN and SVM too. |
the pickel file is corrupted i think. i got this error while trying to is to continue my experiments. UnpicklingError: invalid load key, 'v'. |
Need to explain how the data is processed, cleaned, and structured.
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