Artificial Intelligence: Week #7 | 2021

https://cdn-images-1.medium.com/max/1000/0*669cyPAuBjfyTL8v Original Source Here Artificial Intelligence: Week #7 | 2021 This week in AI & Machine Learning: Autonomous Fruit picking robots, AI processing breakthrough, finding optimal ML Models, robot paintings, and more! Sixgill Tip of the Week: Looking to get started in computer vision? Join our free hands-on workshop this week on February 24th atContinue reading “Artificial Intelligence: Week #7 | 2021”

Explorando o mundo do aprendizado profundo com PyTorch — Parte 1

https://cdn-images-1.medium.com/max/1024/0*iu9SYeioJp83ok9S Original Source Here Explorando o mundo do aprendizado profundo com PyTorch – Parte 1 Uma nova abordagem para prever preço de imóveis Este artigo será o primeiro de uma série que irá abordar diferentes tipos e aplicações do framework PyTorch na indústria. Aqui, irei apresentar conceitos introdutórios e extremamente importantes sobre o framework eContinue reading “Explorando o mundo do aprendizado profundo com PyTorch — Parte 1”

Artificial Intelligence: Week #7 | 2021

https://cdn-images-1.medium.com/max/1000/0*669cyPAuBjfyTL8v Original Source Here Artificial Intelligence: Week #7 | 2021 This week in AI & Machine Learning: Autonomous Fruit picking robots, AI processing breakthrough, finding optimal ML Models, robot paintings, and more! Sixgill Tip of the Week: Looking to get started in computer vision? Join our free hands-on workshop this week on February 24th atContinue reading “Artificial Intelligence: Week #7 | 2021”

Como treinar um modelo de Deep Learning no Colab?

Original Source Here Ao usar o Google Colab, aprendi a otimizar seu uso em relação ao Deep Learning. Neste post, encontrará a lista completa de minhas otimizações, bem como neste notebook online no Colab que pode reutilizar para sua própria pesquisa. Sumário Contexto Google Colab Limitações Soluções O problema do treinamento dos modelos maiores eContinue reading “Como treinar um modelo de Deep Learning no Colab?”

End to End Deep Learning: A Different Perspective

https://cdn-images-1.medium.com/max/2600/0*EQifTKyRGo_F9M7h Original Source Here YOLOv5 Training Pipeline We decided to use an object detection model to detect different ingredients as part of the process, but what we didn’t decide then is how this would be accomplished, and what specifications to choose for it, from the various available options. There are various popular object detection modelsContinue reading “End to End Deep Learning: A Different Perspective”

Optimizing inference on CPU in MXNet 2.0

Original Source Here Optimizing inference on CPU in MXNet 2.0 Authors: Adam Grygielski, Bartłomiej Gawrych, Sylwester Fraczek Introduction Deep Learning inference is the process of deploying a trained neural network to perform prediction on unseen data. It is a commonly deployed workload in cloud servers. To provide a good user experience it has to haveContinue reading “Optimizing inference on CPU in MXNet 2.0”

What are the ethical implications in Deep Learning?

Original Source Here What are the ethical implications in Deep Learning? Deep learning techniques are considered to be state-of-the-art machine learning algorithms. Deep learning methods are increasingly being adopted in diverse fields, because of their simplicity of use and superior performance over traditional machine learning algorithms. They allow the user to process a large amountContinue reading “What are the ethical implications in Deep Learning?”

Accelerate Deep Learning Performance with Intel® Xe Graphics and the Intel® Distribution of…

Original Source Here Xe-LP Microarchitecture Overview Historically, Intel graphics chips are divided into different generations (GenX). Each generation is sub-divided into tiers of increasing performance, denominated as GTx. The 11th gen Intel® Core™ Processor has a GT2 chip, which is the most performant Intel GPU with the Xe-LP microarchitecture at the moment of writing thisContinue reading “Accelerate Deep Learning Performance with Intel® Xe Graphics and the Intel® Distribution of…”

Best Programming Languages

Original Source Here Best Programming Languages There are a lot of programming languages being developed across the globe. But only a few standouts, many languages understate the idea of programming. The distinct feature of a language is it makes the understanding between two objects beautiful. But many languages take some time to learn but eachContinue reading “Best Programming Languages”