Target detection algorithms: RCNN, YOLO vs DPM
A brief introduction of the main methods of target detection task in computer vision in recent years.
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Tag: Deep learning
The semantic segmentation task in Computer vision (2)
February 3, 2024
by 欒俊傑
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This time, I will share more space to explain the confusion matrix in classification problems, and based on the confusion matrix, we can calculate some...
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Six insights into ai development
February 3, 2024
by Anay Manda
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Artificial intelligence is one of the strategic technologies leading social and economic development. The development of artificial intelligence is changing with each passing day, and...
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Papers share | Yann LeCun, a great god were reading the supervision jointly issued by learning paper
February 3, 2024
by Jessica Barton
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For large machine vision training tasks, self-supervised learning (SSL) and supervised methods are becoming more and more difficult to distinguish. Self-supervised learning refers to the...
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A summary of the major advances in machine learning in 2017
February 3, 2024
by Divyansh Swaminathan
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2017 is destined to be a year of rapid development of machine learning, especially the success of the commercialization of machine learning makes more people...
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AI may really be replacing illustrators…
February 3, 2024
by Anvi Sahota
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This authorization to self-knowledge on column "Insight" AI | what source of author Prior statement, the title of this article is not in themselves. The...
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Why don’t big companies like third-party frameworks? Is it because…
February 3, 2024
by Angela Martinez
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Recently, more and more database explosion events, both individual developers and business owners, are facing a slight risk, and many people do not have specific...
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CVPR2020 Image generation model PULSE: paste images to become clear in 5 seconds, evaluation tutorial
February 3, 2024
by Dhanuk Guha
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CVPR2020 Image generation model PULSE: paste images to become clear in 5 seconds, evaluation tutorial; Pre-training model sharing, simple tests, study notes
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The semantic segmentation task in Computer vision (1)
February 3, 2024
by Debra Sampson
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Recent work content is mainly semantic segmentation, semantic segmentation is a big topic, it is estimated that one or two sharing will be difficult to...
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Review and future prospects of transfer learning
February 3, 2024
by Neelofar Loke
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Learning this article, you can harvest the following knowledge: what is transfer learning why use transfer learning transfer learning advantages transfer learning classification transfer learning...
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Watermarking image data set, large-scale watermarking data set, sorting and sharing
February 3, 2024
by Aniruddh Sule
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Towards Photorealistic Visible Watermark Removal
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Objective detection regression box loss function — IoU, GIoU, DIoU, CIoU principle and Python code
February 3, 2024
by Rasha Choudhury
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This paper mainly describes the iterative development, principle and code implementation of the regression box loss function in the current target detection algorithm. The paper...
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【 Model reasoning 】 Talk about several quantization strategies: MinMax, KLD, ADMM, EQ
February 3, 2024
by Saanvi Hari
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Hi, I'm Jizhi Vision. This paper mainly discusses the quantitative strategies of deep learning models. Model miniaturization is a key technique for algorithm deployment, and...
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CenterNet — Anchor Free, NMS Free
February 3, 2024
by Kent Cooke MD
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CenterNet is an Anchor Free target detection algorithm, which abandons the Anchor mechanism and transforms the target detection problem into the target frame center point...
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[Github recommended]CVPR2019 Accepted papers download and visualization website
February 3, 2024
by Joanne Goodwin
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CVPR stands for IEEE Conference on Computer Vision and Pattern Recognition. The conference is the premier conference in the field of computer vision and pattern...
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[PaperRead]VOLO: Vision Outlooker for Visual Recognition
February 3, 2024
by Leslie Allen
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The new Local Attention, beyond the Vision Transformer, achieves 87.1% on ImageNet without additional data sets.
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Construction, inference and application of large-scale knowledge graph
February 3, 2024
by 唐惠雯
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With the application of big data becoming more and more widespread, ARTIFICIAL intelligence is finally showing its vitality again after several ups and downs. In...
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[Model reasoning] The practice of OpenVino reasoning
February 3, 2024
by Kelly Vincent
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Hi, I'm Jizhi Vision. This tutorial details the reasoning method using OpenVino on Ubuntu. I hope my sharing helped you a little bit.
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【 Model reasoning 】 OpenVino performance test
February 3, 2024
by Jessica Elliott
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Hi, I'm Jizhi Vision. This article provides a detailed introduction to openVino performance testing, and I hope my sharing will help you learn.
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Ubuntu configures and uses OpenVino
February 3, 2024
by Ross Brown-Anderson
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Hi, I'm Jizhi Vision. This article has documented how to install OpenVino on Ubuntu in detail, and I hope my sharing has helped you a...
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Can AI still write Tang and Song poems? This paper introduces a method of using sequence model to write Tang and Song poems
February 3, 2024
by Timothy Roberts-Hayes
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Foreword Today learned about natural language processing, is to use AI to write song ci. I think it's pretty generic, but this method provides an...
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Embedded in addition to the partial Debiasing word embeddings | discuss about words
February 3, 2024
by Onkar Sharma
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This is the 20th day of my participation in the 2022 First Revision Challenge. For details, see: the 2022 First Revision Challenge Notes sharing. The...
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The Attention mechanism is used for images
February 3, 2024
by 李詩婷
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In image processing, attention mechanism is divided into spatial attention and channel attention. Spatial attention mechanism: focusing on important (high-weight) feature points in a layer...
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[BaseLearn]MobileNetV1: Efficient Convolutional Neural Networks for Mobile App
February 3, 2024
by Lindsay Benson
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To cut to the quick, in order to achieve a lightweight network of good size and speed, V1 does one thing -- replace all standard...
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Megatron (5) –Pipedream Flush
February 3, 2024
by Luis Bishop
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NVIDIA Megatron is a PyTorch based distributed training framework for training large Transformer language models. This article takes a look at how Megatron arranges execution...
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[BaseLearn] Sparse multi-label classification cross entropy loss function
February 3, 2024
by Cynthia Smith
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Recently, I came across the sparse version of the cross entropy loss function of multi-label classification proposed by Su Jianlin and found it very interesting....
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PyTorch-20 Named Tensors
February 3, 2024
by Edward Goddard
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Please go to here to see the graphic tutorial: http://studyai.com/pytorch-1.4/intermediate/named_tensor_tutorial.html named tensor by explicit names and allows the user to
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Quick start Pytorch(1)- Installation, tensors and gradients
February 3, 2024
by 陳鈺婷
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1. Pytorch is a deep learning research platform that provides more flexibility and speed. The Conda installation is recommended here, that is, using Anaconda. The...
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Introduction to word embedding
February 3, 2024
by Mr. Jake Anderson
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This is the 16th day of my participation in the 2022 First Revision Challenge. This article is my share of notes, mainly from The deep...
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After reading this ARTICLE, I can’t believe there are people who don’t understand convolutional neural networks!
February 3, 2024
by Nitya Raval
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This is the seventh day of my first Essay Challenge 2022. At 🔥, I know that articles about convolutional neural networks have flooded the web,...
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