Highlights: In this post we are going to show how to build a computer vision model without building it from scratch. The idea behind transfer learning is that a neural network that has been trained on a large dataset can apply its knowledge to a dataset that it has never seen before. That is, why it’s called a transfer learning; we transfer the learning of an existing model to a new dataset. Tutorial Overview: Introduction Transfer…
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Highlights: In this post we will show the benefits of data augmentation techniques as a way to improve performance of a model. This method will be very beneficial when we do not have enough data at our disposal. Tutorial Overview: Training without data augmentation What is data augmentation? Training with data augmentation Visualization 1. Training without data augmentation A familiar question is “why should we use data augmentation?”. So, let’s see the answer. In order…
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Transform your image into beautiful artwork with Topaz Labs plugins. Location: Dallas, USA Founded: 2005 Specialties: Software Many photographers and graphic designers are always on the search for new tools and apps in order to improve the quality of their work. When working with hundreds of photos at a time, they must find new ways to adjust and enhance them. However, the majority of their problems are already solved! There is a perfect solution to…
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Meet Spell – data science and machine learning startup that raised 15M$ to bring AI and deep learning to the global workforce. Revenue: unknown Location: New York Founded: 2017. Specialties: Artificial Intelligence, Computer, Machine Learning, Software Spell is an end-to-end data science and machine learning platform that provides the infrastructure for companies and developers to prepare, train, deploy, and manage the full life-cycle of Machine Learning and Deep Learning experiments. Moreover, Spell was developed to…
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Artificial Intelligence podcast (AI podcast) is a series of conversations about technology, and science. On the web, they are quite a lot of people who have these discussions in order to produce countless podcasts related to artificial intelligence. With no hesitation, here are our chosen top 5 podcaster on artificial intelligence. #1 Lex Fridman About Podcast: The AI podcast hosts friendly conversations at MIT about the nature of intelligence. The talks include the following topics:…
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