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A State-of-the-art Solution for Finger-Vein, Palm-Vein, Dorsal-Vein Recognition by Using Deep Learning

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this is my parameters Namespace(batch_size=32, database_dir='/ssd_data/yanghang/palm_vein/POLYU/NIR_polyu_crop/', embedding_size=512, evaluate=False, learning_rate=0.01, logdir='./data_polyup/CSVFiles/cnn_logs.csv', margin=0.5, num_classes=450, num_epochs=300, num_workers=8, outdir='modeldir/00/05/', scale_rate=32.0, start_epoch=0, test_dir='/ssd_data/yanghang/palm_vein/POLYU/data_polyup_CSVFiles/output_list_test_pair.csv', train_dir='/ssd_data/yanghang/palm_vein/POLYU/data_polyup_CSVFiles/output_list_train.csv', type='aamp', valid_dir='/ssd_data/yanghang/palm_vein/POLYU/data_polyup_CSVFiles/output_list_val.csv', weight_decay=0.0001) I use polyu palm vein dataset,and use MNASNet_Modified...

Bumps [pillow](https://github.com/python-pillow/Pillow) from 7.1.2 to 10.0.1. Release notes Sourced from pillow's releases. 10.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.1.html Changes Updated libwebp to 1.3.2 #7395 [@​radarhere] Updated zlib to 1.3 #7344 [@​radarhere] 10.0.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.0.html Changes...

dependencies

Bumps [future](https://github.com/PythonCharmers/python-future) from 0.18.2 to 0.18.3. Release notes Sourced from future's releases. v0.18.3 This is a minor bug-fix release containing a number of fixes: Backport fix for bpo-38804 (c91d70b) Fix...

dependencies

Bumps [scipy](https://github.com/scipy/scipy) from 1.4.1 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...

dependencies

Thank you for your outstanding work. Can you provide a pre trained model?

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.1 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Hi, thanks for the awesome repo. Is there an available pre-trained model?

I appreciate the work you have done, but unfortunately I can’t run it on my computer.I just started to get involved in deep learning and want to know if these...