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Extract a feature vector for any image and find the cosine similarity for comparison using Pytorch. I have used ResNet-18 to extract the feature vector of images. Finally a Django app is developed to input two images and to find the cosine similarity.
simple python Image to Vector Api for Elastic ImageSearch
EDA, pre-processing the data, selecting and testing a range of classification models, from simple machine learning models to neural networks models, and achieving a classifier with up to 95% accuracy.