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zccx's Projects

2dnlmekgsa icon 2dnlmekgsa

A multi-level image thresholding segmentation using 2DNLMeKGSA method

backtracking-search-optimization-algorithm icon backtracking-search-optimization-algorithm

A C++ program to realize the Backtracking Search Algorithm (BSA) strategy to generate trial population and thus solve the 6 boundary-constrained benchmark problems with optimization.

fuzzy-entropy-based-optimal-thresholding icon fuzzy-entropy-based-optimal-thresholding

The Module contains finding of user inputted number of optimal thresholding values using various Meta-heuristic algorithms such as Bat algorithm, Cuckoo search, Differential Evolution etc.

ga icon ga

Genetic algorithm for image segmentation

homemade-machine-learning icon homemade-machine-learning

πŸ€– Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

image_segment_abc icon image_segment_abc

image segmentation based on Artificial Bee Colony algorithm and Hybrid ABC + GA

metaheuristics icon metaheuristics

Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)

multilevel_metaheuristic icon multilevel_metaheuristic

(C#) Multilevel Image Thresholding with Firefly Algorithm, Symbiotic Organisms Search, and Improved Bat Algorithm

ostu-multilevel-segmentation icon ostu-multilevel-segmentation

code for paper : Merzban, Mohamed H., and Mahmoud Elbayoumi. "Efficient solution of Otsu multilevel image thresholding: A comparative study." Expert Systems with Applications 116 (2019): 299-309.

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

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