Hands-On Guide To Imaginaire: Nvidia Recently Launched GAN Library

#tutorial
We will introduce you to Nvidia labs newly launched PyTorch-based GAN(Generative Adversarial Network) library: Imaginaire and share its implementation details.
Imaginaire integrates the implementations of several images and video synthesis methods developed by NVIDIA into one.

https://zcu.io/qheh

#nvidia #pytorch #gans #machine-learning

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Hands-On Guide To Imaginaire: Nvidia Recently Launched GAN Library

Hands-On Guide To Imaginaire: Nvidia Recently Launched GAN Library

#tutorial
We will introduce you to Nvidia labs newly launched PyTorch-based GAN(Generative Adversarial Network) library: Imaginaire and share its implementation details.
Imaginaire integrates the implementations of several images and video synthesis methods developed by NVIDIA into one.

https://zcu.io/qheh

#nvidia #pytorch #gans #machine-learning

Hand Sanitizer in bulk - Get your effective hand sanitizer here

With the spread of various harmful virus globally causing immense distress and fatalities to human mankind, it has become absolutely essential for people to ensure proper and acute hygiene and cleanliness is maintained. To further add to the perennial hardship to save lives of people the recent pandemic of Covid-19 affected globally created the worst nightmare for people of all walks of life. Looking at the present crisis, it has become imperative for human beings to be encouraged to tackle this challenge with an everlasting strength to help protect oneself and their loved ones against the devastating effects of the virus. One thing that stands up between keeping all safe and vulnerable is by making sure that everybody attentively Hand wash periodically to help physically remove germs from the skin and getting rid of the live microbes.

The essence of apposite handwashing is based around time invested in washing and the amount of soap and water used. Technically, washing hands without soap is much less effective anyway. But incase a proper handwashing support system doesn’t become possible around, the usage of Effective Hand Sanitizer will certainly help fight to reduce the number of microbes on the surface of hands efficiently, eliminating most variants of harmful bacteria to settle.

The need has come about for Hand Sanitizer in bulk to save your daily life aptly maintaining a minimum of 60% alcohol - as per the CDC recommendations and approved by USFDA for its greater effectiveness. With the growing demand of people on the move the demand for easy to carry, small, and travel size worthy pouches that are also refillable once the product runs out is the need of the hour. To further make sure that human lives are well protected from these external viruses, it is mandatory for producer of effective Hand Sanitizer to evolve products circumspectly with ingredients that produce not just saving lives but with multiple benefits for people of all ages.

#hand sanitizer #hand sanitizer in bulk #hand sanitizer ingredient #hand sanitizer to alcohol #hand sanitizer travel size #hand sanitizer wholesale

Anshu  Banga

Anshu Banga

1597300789

Hands-On Guide To Pillow - Python Library for Image Processing

mage processing is performing operations on an image to enhance it or to extract some useful information and to know about the attributes of the image. A systematic study of the image to find out some useful information about that image is known as image processing.

Python allows image processing using different libraries and one of them is Pillow, which is an open-source Python Imaging Library that adds image processing capabilities to your Python interpreter.

Pillow offers all types of capabilities like image transformation, rotation, resizing, statistics of the image, etc. It supports the extensive file format and is designed to fast access the data stored in pixels.

In this article, we explore Pillow and learn about its image processing capabilities.

#hands-on #python libraries #python #pillow

6 GAN Architectures Every Data Scientist Should Know

Generative Adversarial Networks (GANs) were first introduced in 2014 by Ian Goodfellow et. al. and since then this topic itself opened up a new area of research.

Within a few years, the research community came up with plenty of papers on this topic some of which have very interesting names :). You have CycleGAN, followed by BiCycleGAN, followed by ReCycleGAN and so on.

With the invention of GANs, Generative Models had started showing promising results in generating realistic images. GANs has shown tremendous success in Computer Vision. In recent times, it started showing promising results in Audio, Text as well.

Some of the most popular GAN formulations are:

  • Transforming an image from one domain to another(CycleGAN),
  • Generating an image from a textual description (text-to-image),
  • Generating very high-resolution images (ProgressiveGAN) and many more.

In this article, we will talk about some of the most popular GAN architectures, particularly 6 architectures that you should know to have a diverse coverage on Generative Adversarial Networks (GANs).

Namely:

  • CycleGAN
  • StyleGAN
  • pixelRNN
  • text-2-image
  • DiscoGAN
  • lsGAN

#machine-learning #deep-learning #data-science #gan-algorithm #gans #gan

Wanda  Huel

Wanda Huel

1602388647

How Will Nvidia's Increased Focus Into Robotics Pay Off

Nvidia’s GPU Technology Conference (GTC) 2020 had a fair deal of announcements from DPUs to Edge AI and more. Robotics was one such area which saw prominent announcements. From a robot developer kit aimed for educational purposes to simulating robots in a real-world environment, Nvidia is showcasing an increased focus on robotics.

Having said that, its focus on robotics is not unheard of. With a dedicated robotics research team, it is enabling next-generation robots to physically interact with the environment and perform complex tasks alongside humans. The new Nvidia AI Robotics Research Lab, which was inaugurated in Seattle last year, focuses on areas such as robot manipulation, physics-based simulation, and robot perception. It exclusively focuses on building next-gen robots that can robustly manipulate the physical world and work alongside humans. It also has an AI research lab in Toronto that focuses on robotics.

In fact, Nvidia’s ISAAC platform for robotics has been in existence long before a dedicated robotics research lab was put forth by the company. It provided companies with a platform to build robots in a faster, smarter and safer way across industries such as logistics, manufacturing, healthcare and more. Nvidia’s Issac Software Development Kit (SDK) provides a comprehensive set of tools, libraries, GPU-enabled algorithms and tutorials to accelerate the development of robotics applications. It is the industry’s first robotic AI development platform with simulation, navigation and manipulation.

#opinions #nvidia #nvidia ai robotics #nvidia robotics #ai