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This thesis presents a study on recognizing mechanical tools by classification through machine learning. The work aims to develop a model capable of accurately classifying various mechanical tools based on their physical characteristics using machine learning techniques. The research involves training and evaluating three different models (VGG16, LeNet, and AlexNet) based on a dataset of mechanical tool images from Kaggle, exploring the impact of pre-processing and feature extraction...

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