The magic of machine learning is the more we understand the concepts and the idea of origination, the easier it becomes for us. Here in this article we will look into the approach of using Histogram of Oriented Gradients in image classification and image recommendation. The data can be found here and the Jupyter Notebook containing the solution can be found here.

The Dataset:

Source: Kaggle Fashion Image Classification Dataset (Small)

The dataset has Master Category, Sub Category, Gender, Season and Usage type labelled to each of the image. The idea is to use the dataset for an image classification as well as for a recommendation engine. …

Anirban Malick

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