nalankaru / hierarchical_features_RCN

Learn hierarchical features in RCN (Recursive Cortical Network)

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Learning hierarchical features in RCN (Recursive Cortical Network)

Paper: A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs. D. George*, W. Lehrach, K. Kansky, M. Lázaro-Gredilla*, C. Laan, B. Marthi, X. Lou, Z. Meng, Y. Liu, H. Wang, A. Lavin, D. S. Phoenix
(http://science.sciencemag.org/content/early/2017/10/26/science.aag2612)

Input images (.png) are rendered from SHREC 2012 3D objects files (.off). See 'sample_images' directory.

F2 features

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F3 features

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Explain an image with F3 features:
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Learn hierarchical features in RCN (Recursive Cortical Network)

License:MIT License


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Language:Jupyter Notebook 89.8%Language:Python 10.2%