[Video] Enhancing Photorealism Enhancement

We present an approach to enhancing the realism of synthetic images. The images are enhanced by a convolutional network that leverages intermediate representations produced by conventional rendering pipelines. The network is trained via a novel adversarial objective, which provides strong supervision at multiple perceptual levels. We analyze scene layout distributions in commonly used datasets and find that they differ in important ways. We hypothesize that this is one of the causes of strong artifacts that can be observed in the results of many prior methods.

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10 upcoming Data Science platforms as massive disruptors

10 data science platforms

Data science platforms can help companies transform their data into a significant resource in the formation of business value. Data science tools are equipped for taking care of data volumes that are too enormous for traditional databases or statistical tools. Let’s look at some of the upcoming data science platforms that will soon create massive disruption.

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Follow the Money March 2021: 15 funded Machine Learning companies

Slice of the Pye: A funding for March 2021

March 2021 latest funding covering artificial intelligence, machine learning, robotics, and innovation.

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Artificial Intelligence carrying the AML/ KYC industry on its back

AML money and people graphic

Technology is a two-edged sword. On one side, you are assisted by a mammoth amount of applications introduced by a particular technology or a service. While on the other side, you are dealt with the abuse of the same technology. Be it the advent of artificial intelligence, machine learning, the internet of things or the applications of these technologies like online ID verification, digital banking, biometric verification – the ball always falls on both sides of the court. 

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8 Great Python libraries for Natural Language Processing

In this article we’ll discover every of the NLP libraries out there for Python—their use circumstances, their strengths, their weaknesses, and their basic degree of recognition. Word that a few of these libraries present higher-level variations of the identical performance uncovered by others, making that performance simpler to make use of at the price of some precision or efficiency. You’ll wish to select a library well-suited each to your degree of experience and to the character of the challenge.

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