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Using TensorFlow, Keras, Pandas and MatPlotLib. An optimised CNN model with Wavelet Filtering and SE-Blocks for segmentation-free robust iris and fingerprint unimodal authentication. Test and Prediction Accuracies were 92.4% and 95.83% for Iris, 99.% and 100% for Fingerprint, without any augmentation (Version 3, Kaggle).
eccentriccoder01/DeepOptinet
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Using TensorFlow, Keras, Pandas and MatPlotLib. An optimised CNN model with Wavelet Filtering and SE-Blocks for segmentation-free robust iris and fingerprint unimodal authentication. Test and Prediction Accuracies were 92.4% and 95.83% for Iris, 99.% and 100% for Fingerprint, without any augmentation (Version 3, Kaggle).
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