Discover iMiffy/EM-vanishing-point Open Source project

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Language
Python
Created over 4 years ago
Updated over 4 years ago

iMiffy

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Re-implementation of the Expectation-Maximisation algorithm in locating vanishing points by Schindler & Dellaert (2004) in https://www.researchgate.net/publication/4082226_Atlanta_world_an_expectation_maximization_framework_for_simultaneous_low-level_edge_grouping_and_camera_calibration_in_complex_man-made_environments

dynamic-malware-analysis

Re-implementation of the proposed model in dynamic malware analysis by Zhang et al. (2019) in https://arxiv.org/abs/1907.07352.

Python

viterbi-cv

Context aware image resizing via Viterbi algorithm to iteratively search for a path of minimal differences.

Python

adversarial-min-max

Re-implementations of adversarial attacks (Deepfool and I-FGSM) for breaking pre-trained machine learning models with an added objective of minimising/maximising L2 norm of images.

Python

numpy-nn

Implementation of basic neural network workings in numpy.

Jupyter Notebook