Suppose you have a collection of digital photos you took on a trip to a zoo. You want to programmatically classify each photo as one of the 100 different kinds of animals you photographed: "aardvark," ...
A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Religious wars have been a cornerstone in tech. Whether it’s debating about the pros and cons of different operating systems, cloud providers, or deep learning frameworks — a few beers in, the facts ...
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It's easy to train your own image classification model with an ESP32, and I did it in five minutes
The ESP32 is a small but mighty microcontroller, capable of all kinds of amazing things. One of the most powerful use cases for one is TinyML, a small machine learning framework that can be used to ...
As Uber released an updated version of Ludwig and Google also announced the ability to execute Tensorflow models in BigQuery, I thought the timing couldn’t be better. In this article, we will revisit ...
TensorFlow is an open source software library developed by Google for numerical computation with data flow graphs. This TensorFlow guide covers why the library matters, how to use it and more.
Machine learning (ML) can be a powerful addition to your Android projects. It helps you create apps that intelligently identify text, faces, objects, famous landmarks, and much more, and use that ...
An example of an image classification problem is to identify a photograph of an animal as a "dog" or "cat" or "monkey." The two most common approaches for image classification are to use a standard ...
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