Building an Image Classifier Using Keras

Building an Image Classifier Using Keras

Machine Learning (ML) is disruptive technology that has taken the world by storm. It is the process where a computer learns to make predictions after observing some given data. It is used in Computer Vision, Natural Language Processing and Stock Price Prediction to name a few.

Machine Learning (ML) is disruptive technology that has taken the world by storm. It is the process where a computer learns to make predictions after observing some given data. It is used in Computer Vision, Natural Language Processing and Stock Price Prediction to name a few. The domain of ML is vast and it’s only going to get bigger. To demonstrate one such use of this technology, this article will talk about classifying pictures of the Avengers (namely Black Widow, Iron Man, Captain America, Hulk and Thor).

To begin with, we must collect some data for our model. For this we will scrape images from the internet. We will use the bing-image-downloader scraper tool. To install it, use the following command (all code written in Python 3) :

keras deep-learning machine-learning

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