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Fast Local Binary Patterns using TensorFlow

AGPL-3.0 license

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example_cifar10_processing.py		example_cifar10_processing.py
example_image_rgb.py		example_image_rgb.py
example_test.py		example_test.py
lbp_notebook.ipynb		lbp_notebook.ipynb

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Fast Local Binary Patterns using TensorFlow

Processing Cifar10 dataset with LBP:

lbp_notebook.ipynb

Fast Local Derivative Patterns using TensorFlow:

A custom TensorFlow layer for local derivative patterns

Please cite below works if you find it useful:

Akgun, D., A TensorFlow implementation of Local Binary Patterns Transform. MANAS Journal of Engineering, 9(1), 15-21. DOI:10.51354/mjen.822630

LBP Pytorch implementation:

Akgun, Devrim. "A PyTorch Operations Based Approach for Computing Local Binary Patterns." U. Porto Journal of Engineering 7.4 (2021): 61-69. https://doi.org/10.24840/2183-6493_007.004_0005

LDP using TensorFlow:

Akgün, D. "A TensorFlow based method for local derivative pattern." Mugla Journal of Science and Technology 7.1 (2021): 59-64. DOI:10.22531/muglajsci.830691