Tag: Deep learning
CapsuleNets Theory and Practice in CapsuleNets deep Learning
February 2, 2024
by Henry Anderson
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This paper gives a brief non-technical summary of the capsule network, analyzes its two important attributes, and then verifies the performance of multi-layer perceptron, convolutional...
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The introduction to deep learning that is sweeping Japan’s IT industry is more than straightforward
February 2, 2024
by Joshua Robinson
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[Otaku] In the Japanese IT circle, there is a book whose influence has surpassed that of "Flower Book", which is a powerful one. IT has...
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Gradio APP is based on Kubernetes deployment
February 1, 2024
by Anvi Garg
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Gradio is a Gradio App for AI engineers. Gradio is a Gradio App for AI engineers
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Jeff Dean and David Patterson: Deep learning researchers who don’t think about architecture are not good engineers
February 1, 2024
by Sherry Mullins
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The Heart of machine original, author: Qiu Lulu. In January, Google's head of ARTIFICIAL intelligence, Jeff Dean (then head of Google Brain), and architecture guru...
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10 minutes to understand tensors, the basic data type of deep learning
February 1, 2024
by Samantha Edwards
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This is the ninth day of my participation in the First Challenge 2022. For details: First Challenge 2022. Hello, I'm Ding Xiaojie. In this article,...
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Introduction to Deep Learning in Python — Sorting handwritten numbers
February 1, 2024
by 趙家瑋
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This is the seventh day of my participation in the First Challenge 2022. For details: First Challenge 2022. Hello, I'm Ding Xiaojie. Learn how to...
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[Model training] Target detection implementation sharing four: detailed explanation of YOLOv4 algorithm implementation
February 1, 2024
by Aaron Avery
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Hello everyone, I am Jizhi Vision. This article introduces the design and practice of YOLOv4 algorithm in detail. The practice part includes Darknet and PyTorch.
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Deep learning: 100 | 29 days – ResNet50 model ship type identification
February 1, 2024
by 王家銘
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The data included 1,462 data images, which were divided into nine categories, including buoys, cruise ships, ferries, cargo ships, gondolas, inflatable boats, kayaks, paper boats...
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[Source code] Facebook how to train the super model — (2)
February 1, 2024
by Beth Robinson
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FSDP is an updated version of PyTorch DDP proposed by Facebook after it borrowed heavily from Microsoft ZeRO. It can be considered as a counterpoint...
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Distributed Training Parameter Sharding: Google Weight Sharding
February 1, 2024
by Norman Chapman
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In this paper, Automatic cross-Replica Sharding of Weight Update in data-parallel Training is used to learn parameter Sharding.
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【 Model training 】 Target detection implementation sharing three: detailed explanation of YOLOv3 algorithm implementation
February 1, 2024
by Kahurangi Gee
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Welcome to follow my public account [Jizhi Vision], reply 001 to get Google programming specification. Hello everyone, I am Jizhi vision, this paper introduces the...
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[Source code] Facebook how to train the super model –(1)
February 1, 2024
by William Gray
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FSDP (Fully Sharded Data Parallel) is an updated version of PyTorch DDP proposed by Facebook after deeply learning from Microsoft ZeRO. It can be considered...
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Quick start framework, reproduce paper from zero – prepare paper
February 1, 2024
by Robert Maddox
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This article will show you how to quickly reproduce a RepVGG using the MegEngine framework, make sure you know enough about at least one deep...
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The ultimate tutorial on installing Caffe for any Python environment on Mac
February 1, 2024
by Tamara Miller
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The original link https://jinkey.ai/post/tech/mac-ren-yi-pythonhuan-jing-an-zhuang-caffe-de-zhong-ji-jiao-cheng the author Jinkey (WeChat public number Jinkey-love, official website HTTPS :/...
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Gaussian mixture model was used to build more accurate clustering
February 1, 2024
by Ryan Hodson
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Introduction I enjoy working on unsupervised learning. They provide a completely different challenge to the supervised learning problem, and there is much more room for...
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[Source code] Facebook how to train the super model — (3)
February 1, 2024
by Brent Carroll
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FSDP is an updated version of PyTorch DDP proposed by Facebook after deeply learning from Microsoft ZeRO. It can be considered as a reference to...
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Evolution of Youtube short video recommendation System: From machine learning to deep learning
February 1, 2024
by Bailey McNabb
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Recently, I have systematically watched the related papers recommended by YouTube, and feel very fruitful, so I sort out the essays for readers. "The stone...
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Yahoo AI has its own weapon?
February 1, 2024
by Mrs. Ashley Johnson
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. Today, Yahoo has released the CaffeOnSpark AI source code, which can be used or modified by any academic researcher or large company. Yahoo's prowess...
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Train faster and generalize more strongly: Multi-sample Dropout
February 1, 2024
by Mark Banks
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The multi-SAMPLE Dropout for Accelerated Training and B
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Multi-layer Perceptron Prediction Algorithm — A Case Study of Second-hand Car Prediction (MLP)
February 1, 2024
by Brooke Clark
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This data is based on the used car transaction sample data set provided by MotherCup() Big Data Contest in 2022, which contains 36 columns of...
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PBA — Search data augmentation strategy faster than AutoAugment
February 1, 2024
by Nakul Mammen
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PBA replaced the policy search with augmentation schedule search on the basis of AutoAugment, and improved the search algorithm by using an evolutionary algorithm, which...
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AI, Machine learning, deep learning
February 1, 2024
by Todd Wright
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Every conversation these days is littered with words like "artificial intelligence," "machine learning," and "deep learning." It's like failing to catch up with the Internet...
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[Machine learning] : Principle of Kmeans mean clustering algorithm (implemented with Python code)
February 1, 2024
by Keith Mason
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[Machine learning] : Kmeans clustering algorithm principle (with Python code implementation) This algorithm Chinese named K-means clustering algorithm, first of all, we discuss its implementation...
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Load the TorchScript model in C++
February 1, 2024
by 解琬婷
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This tutorial has been updated to be available with PyTorch1.2. As the name implies, PyTorch's primary interface is the Python programming language. Although Python is...
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Common misunderstandings of image convolution and personal thinking
February 1, 2024
by Angela Allen
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Number of input channels and output channels? What does 1x1 convolution have to do with the full join operation? This article reviews the common misconceptions...
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OpenCV | 18 – Python image gradient
February 1, 2024
by Dr. Carol Jones
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Objectives In this chapter, we will learn: find image gradients, edges, etc. We will see the following functions: CV.Sobel(), CV.Scharr(), CV.Laplacian(), etc. OpenCV provides three...
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Back propagation of notes
February 1, 2024
by Anthony Jackson
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Back propagation is the cornerstone of deep learning. The derivative of the function in each variable is the partial derivative. A gradient is a vector...
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From Probability theory to multiple classification problems: an overview of Bayesian statistical classification
February 1, 2024
by Sienna Hart
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From Bayesian learning to Statistical Classification, I will provide a number of examples of applications of Bayes' theorem and probability theory to statistical classification. This...
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OpenCV – Python read | five picture
February 1, 2024
by Jonathon Rocha
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Objective Here, you will learn how to read images, how to display images and how to save them back you will learn the following functions:...
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