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Machine Learning project that sorts images of lego bricks and classifies them based on features

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andydevarakonda/ImageSortingAI

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ImageSortingAI- built using python and jupyter notebook

Stage 1 description: The purpose of stage 1 is to build a 3 class classifier to sort different shapes with the same position and orientation of Lego blocks into their respective classes using logistic regression.These shapes need to be recognised by the classifier at a very high accuracy rate to ensure the classifier/algorithm is reliable.

Stage 2 description: Same as stage 1, however the position and orientation of the 3 classes of lego bricks are different

Outcome: Displays a confusion matrix that shows the accuracy for each regression model used in each stage

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Machine Learning project that sorts images of lego bricks and classifies them based on features

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