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Recognition of images of stationary tools: pens, pencils, rulers,..etc.

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I'm going to write a matlab code of image classification of stationary tools: pens, pencils, rulers,..etc. what is the most powerful and technique should I use: AI like neural network, Genetic, Particle swarm or the function ImageCategoryClassification of computer vision matlab toolbox. how could I obtain a good recognition?

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