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Tag: deep learning

# TF Implementing a VGG-19 network in TensorFlow 2.0

07.05.2020

Highlights: In this post we will show how to implement a fundamental Convolutional Neural Network like \(VGG-19\) in TensorFlow. The VGG-19 architecture was design by Visual Geometry Group, Department of Engineering Science, University of Oxford. It competed in the ImageNet Large Scale Visual Recognition Challenge in 2014. Tutorial Overview: Theory recapitulation Implementation in TensorFlow 1. Theory recapitulation With ConvNets becoming more of a popular in the computer vision field, a number of attempts have been made to improve the…
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Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset

28.03.2020

A team of Computer vision researchers at Leia Inc. have released a large-scale database of 49,368 (~50k) stereoscopic image pairs collected from the popular Lightfield social media app Holopix™. This is the largest dataset of stereoscopic image pairs ever released publicly that contain in-the-wild scenarios captured from mobile phones. For context, the second-largest dataset in this category consists of only 1024 stereoscopic image pairs, almost 50 times less! The dataset is available for download immediately…
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This avatar can talk to you

29.02.2020

Canadian startup Twenty Billion Neurons creates next generation virtual assistants Founded: 2015 Location: Berlin, Germany/Toronto, Canada Revenue 12,5 M Specialties: Artificial Intelligence, Deep Learning, Machine Learning, Computer Vision, Video Understanding, retail, avatars, retail technology, retail innovation Twenty Billion Neurons (TwentyBN), is a leading provider of real-time, interactive computer vision and artificial intelligence solutions. It is an AI company with the mission of instilling common sense into computers through video understanding and of turning inanimate devices…
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#015 TF Implementing AlexNet in TensorFlow 2.0

29.02.2020

Highlights: In this post we will show how to implement a fundamental Convolutional Neural Network \(AlexNet\) in TensorFlow 2.0. The AlexNet architecture is designed by Alex Krizhevsky and published with Ilya Sutskever and Geoffrey Hinton. It competed in the ImageNet Large Scale Visual Recognition Challenge in 2012. Tutorial Overview: Review of the Theory Implementation in TensorFlow 2.0 1. Review of the Theory Real life Computer Vision problems requires big amount of quality data to be trained on. In the past, people…
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Meero – a photographer’s best friend

16.02.2020

French company Meero aims to revolutionize the world of photography by allowing photographers to dedicate themselves to their passion. Revenue: 300M$ Location: Paris, France Founded: 2016 Specialties: Artificial Intelligence, Computer Vision, Machine Learning, Photography, Video Marketing material, such as the photos and videos that you share with the public, have a direct impact on how consumers view your company. They are an integral part of your business plan and employee brand. Therefore, it is imperative…
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