TensorFlow

AI Ethics Open Source

What is the Role of Open Source in AI

This video is from a recent presentation at TechDay Pakistan. Session Detail The human species stands at a crossroads. With the rapidly advancing world of Artificial Intelligence, open-source software offers a framework, driving innovation, transparency and accountability. This talk delves into the symbiotic relationship between AI development and the open-source movement. We begin by exploring […]

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AI Neural Networks

Transposed Convolutions in Neural Networks – Interactive Demo App

This video is from deeplizard. Transposed convolutions are a particular type of upsampling technique often used in neural networks, particularly GANs. Just like other upsampling techniques, transposed convolutions increase the size of data. For image data, transposed convolutions are used to increase image dimensions. Use the interactive demonstration below to gain a better understanding of […]

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AI Generative AI

Upsampling in Neural Networks – Interactive Demo App

This video is from deeplizard. In deep learning, upsampling is a technique used to increase the size of data. For image data, upsampling is used to increase image dimensions. It does this by inferring values for the newly introduced pixels in the upsampled output space from the original image input. Use the interactive demonstration below […]

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AI Generative AI

Exploring Diffusion Models: AI Art Taking the World by Storm

This video is from deeplizard covers the emerging world of AI generated art. This is a preview lesson from the deeplizard course, AI Art For Beginners – Stable Diffusion Crash Course! This course is a hands-on AI project-based course where we’ll be learning-by-doing via hands-on activities, implementing examples, and an end of course project. Our […]

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AI Red Hat Startups

From startup to production – an AI/ML success story

An agriculture startup explores how to bring AI models into production to promote healthy crops. Watch the company work through leveraging multiple data types, building the model on a shared AI platform, and successfully bringing the model into production. This video highlights the benefits of Red Hat  OpenShift Data Science in a fun, informal way!

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Computer Vision Google

How to Train U-NET in Google Colab: A Step-by-Step Guide

Are you looking to train U-NET for semantic segmentation, background removal, or salient feature highlighting in Google Colab? This step-by-step guide from Augmented Startups will walk you through the entire process, from setting up the environment to loading and training your own dataset

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