Tag: The neural network

Deep learning

Image and video compression: deep learning, set

December 15, 2023

by Craig Monk

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Bale 1 proposed an end-to-end image compression model based on a variational autoencoder, which adopted a superpriori scheme combining side information. The model is shown...

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algorithm

OpenPPL, a high-performance deep learning reasoning platform, is officially open source!

December 14, 2023

by Bradley Norman

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OpenPPL is SenseTime's open source deep learning reasoning platform based on self-developed high-performance operator library, which enables artificial intelligence applications to run efficiently and reliably...

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Deep learning

Starting from Encoder-Decoder model, explore the solution of context offset

December 14, 2023

by Kathryn Collins

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Abstract: In this paper, we demonstrate that CLAS, an end-to-end contextual ASR model consisting of a full neural network, fuses contextual information by mapping all...

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algorithm

ExtremeNet: target detection through the poles, more detailed target area | CVPR 2019

December 14, 2023

by Jeffrey Rodriguez

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ExtremeNet detects the four poles of the target, and then combines them in a geometric way for target detection, which has the same performance as...

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Artificial intelligence (ai)

Take you to another Angle to understand graph convolutional networks

December 14, 2023

by Donna Sixtus

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The author thinks that the core idea of graph is to learn a function mapping F (.). f(.) With the help of this mapping, a...

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algorithm

“Five-step method of data intelligence” can be interacted daily (one by one) to realize closed-loop data “refining and manufacturing”

December 14, 2023

by Tamara Foster

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More than a decade ago, Clive Humby, a British mathematician, said, "Data is the oil of the new age, and it holds great value." But...

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python

PIL and CV2 were used to draw the crowd density map

December 14, 2023

by 張惠婷

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This rendering method will have its own coordinate system, and this coordinate system will occupy the real pixel points of the image, resulting in the...

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Machine learning

Implementation of a simple neural network with multiple neurons

December 14, 2023

by Sarah McKay

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Data Set First, the data set is selected using CIFAR-10. This data set contains ten categories of images, each of which contains 6,000 images of...

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algorithm

Guided Anchoring: online sparse anchor generation scheme of embedded namely carry 2 ap | CVPR 2019

December 14, 2023

by 黃思穎

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Guided Anchoring solves the problems existing in the conventional manual preset anchor by generating the anchor online, and provides two implementation methods in terms of...

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The neural network

Stats 330 Revision programming

December 14, 2023

by Melissa Jensen-Evans

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The selling prices (in British pounds) at auction of 32 antique grandfather clocks wererecorded. The age of each clock (in years) and the number of...

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Machine learning

The 7th Engineering Training Competition – Garbage Classification

December 14, 2023

by Vanessa Johnson

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On September 9, 2021.21, Zhejiang Province held the 7th Engineering Training Competition. Our group participated in the project of garbage classification, and our group successfully...

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algorithm

Refresh more than 50 NLP task benchmarks and rank the top of SuperGlue in the world. Baidu Ernie 3.0 knowledge enhances the power of large model

December 14, 2023

by Thomas Hutchinson

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Recently, Baidu Ernie upgraded to 3.0, heavy release of knowledge enhancement of tens of billions of parameters large model. This model not only learns vocabulary,...

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Deep learning

Take you through 9 commonly used convolutional neural networks

December 14, 2023

by 程雅萍

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Abstract: In a convolutional neural network, different features are extracted by using filters whose weights are automatically learned during training, and then all these extracted...

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algorithm

FoveaBox: details of the difference, another DenseBox + FPN Anchor | IEEE TIP # 2020 – free solution

December 14, 2023

by Kelly Watts-Jackson

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As the Anchor-free paper of the same period with FCOS and FSAF, the overall structure of Foveabox is also based on the strategy of Densebox...

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algorithm

CornerNet – Lite: CornerNet rough optimization, 6 times acceleration also propose some | BMVC 2020

December 14, 2023

by Beth Robinson

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In this paper, the performance of CornerNet is optimized, and two optimized varieties of CornerNet are proposed, namely cornernet-saccade and cornernet-squeeze. The optimized means are...

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The neural network

Experience the application of quantum neural network in natural language processing

December 14, 2023

by Simon Rose

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Abstract: This article takes you to experience the application of quantum neural network in natural language processing from zero. This article is shared from Huawei...

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algorithm

RepPoints: Microsoft target detection using deformation convolution involves set opportunely, creative | full ICCV, 2019

December 14, 2023

by 楊佳慧

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The design idea of RepPoints is very clever, using the point set rich in semantic information to represent the target, and skillfully using deformable convolution...

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Artificial intelligence (ai)

The complete PyTorch code for the deep residual-shrinkage network

December 14, 2023

by Tina Howard

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1) Since soft thresholding is a common step of signal denoising algorithm, the deep residual shrinkage network is more suitable for data with strong noise...

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algorithm

DenseBox: forward-thinking early Anchor – free research | CVPR 2015

December 14, 2023

by Jeremy Ward

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The design of Densebox detection algorithm is very advanced, and many anchor-free methods now have their own shadow. If they did not appear a little...

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algorithm

SaccadeNet: use the angular point characteristics of two – stage forecast fine adjustment | CVPR 2020

December 14, 2023

by Martyn Williams

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SACCAdenet carries out preliminary target positioning based on the center point feature, and then fine-tune the prediction frame by using the corner point feature and...

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algorithm

CentripetalNet: angular point matching more reasonable, various improvement CornerNet | CVPR 2020

December 14, 2023

by Jiya Choudhary

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The core of CentripetalNet lies in the new corner matching method. An additional centripetal offset value is learned, and a corner with a sufficiently small...

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algorithm

Branch to guide acnhor FSAF: embedded anchor – free – -based algorithm training | CVPR2019

December 14, 2023

by Aaron Lee

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FSAF makes an in-depth analysis of the selection of FPN layer during training, and embedding the original network in the form of ultra-simple anchor-free branching...

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The neural network

COMP9414: Artificial Intelligence

December 14, 2023

by Lauren Mendoza

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COMP9414: Artificial IntelligenceAssignment 1: Temporal PlannerDue Date: Week 6, Friday, July 9, 11:59 p.m.Value: 15%This assignment concerns developing optimal solutions to planning problems for complex...

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The neural network

Baidu PGL won 2 gold MEDALS and 1 silver in the KDD Cup 2021 First Graph Neural Network Competition

December 13, 2023

by Amy Smith

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Recently, the first Graph Neural Network Competition jointly organized by KDD Cup and OGB (Open Graph Benchmark) was officially released. In the fierce competition between...

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The neural network

Figure 1. Named entity recognition and relationship extraction of semi-structured documents based on neural network

December 13, 2023

by Cynthia Smith

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Abstract: With the widespread use of administrative documents used to convey and record business information, methods for automating and understanding content from these documents in...

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Artificial intelligence (ai)

Keras deep learning — Scaling input data sets to improve neural network performance

December 13, 2023

by Billy Turner

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Scaling a data set is a process of processing the data in advance of network training, limiting the range of data in the data set...

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Artificial intelligence (ai)

Experts | how to become an artificial intelligence across areas engineer?

December 13, 2023

by 梁信宏

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I hope we can understand some programming ideas and models of AI and help sort out the path of self-growth. Combing the overall knowledge system...

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Artificial intelligence (ai)

How to use MTCNN and FaceNet models to realize face detection and recognition

December 13, 2023

by Samantha Cragg

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Face detection is the first step of face recognition and processing, mainly used to detect and locate the face in the picture, return high-precision face...

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reading

Introduction | TensorFlow dynamic figure how to use tools Eager? This is a minimalist tutorial

December 13, 2023

by 楊雅涵

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This article is intended to help those who want to gain deep learning practice experience through the TensorFlow Eager pattern. TensorFlow Eager allows you to...

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Artificial intelligence (ai)

With Universal Transformer, translation will go no harm!

December 12, 2023

by Patricia Taylor

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Last year, we launched Transformer, a new machine learning model that outperforms existing machine translation algorithms and other language understanding tasks. Prior to Transformer, most...

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