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ecg-authentication's Introduction

I am Aman Agarwal πŸ‘¨β€πŸ’»

  • R&D Engineer at Synopsys Inc.
  • Skilled in deep learning πŸ€–, android, and cloud.
  • If not a programmer πŸ’», I would be a body builder πŸ’ͺ.
  • Certified AWS ML specialist, solutions architect, and developer β˜οΈβœ”οΈ.
  • Certified TensorFlow developer.

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ecg-authentication's Issues

Use of another database for training

Hi Aman,

I think you are not doing filtration on ECG images because you already used filtered database (ECG-ID). So, if I am generating my own filtered ECG database (ECG images for each person) to be trained here without errors, what are the constraints (# of samples, for example) on the uploaded images?

ValueError issues

Hello,
I'm experiencing the following issues when trying to use train.py:
image

How should I modify data_generator.py to resolve this issue?
Additionally, it appears that I can't use model_ecg.h5, so I would like to try retraining.

how to see similarity?

image
image

When I predict two identical plots, the confidence is low?
Am I doing the wrong experiment?

Shuffle in make_one_shot_task

The "Shuffle()" in make_one_shot_task function returns an error. Are we supposed to import it some package for it or is it a implemented function? I tried shuffling the dataset with numpy and the accuracy is 18% at 3000 iterations wheras it is mentioned in the blog that the accuracy reached is 85%

shuffle is not defined

shuffle is not defined ,if i use "from import import shuffle" ,still error β€œshuffle() takes from 2 to 3 positional arguments but 4 were given”。
so i would like to ask how you used the "shuffle"

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