Computer Vision

Essential Computer Vision Techniques: Classification, Localization, Detection, and Segmentation

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Essential Computer Vision Techniques: Classification, Localization, Detection, and Segmentation

New Intelligence Column Author: Zhang Hao [New Intelligence Guide] The author of this article comes from the Machine Learning and Data Mining Institute (LAMDA) of the Computer Science Department of Nanjing University. This article systematically summarizes the applications of deep learning in four fundamental tasks in the field of computer vision, including image classification, localization, … Read more

How to Make Computers Experts at Describing Images?

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How to Make Computers Experts at Describing Images?

AliMei’s Guide: ICCV is regarded as one of the top three conferences in the field of computer vision. As one of the highest-level conferences in computer vision, its proceedings represent the latest development directions and levels in the field. Alibaba has multiple papers selected for this year’s conference, and the paper interpreted in this article … Read more

Overview of Eight Major Tasks in Computer Vision

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Overview of Eight Major Tasks in Computer Vision

This article is reprinted from the PaddlePaddle WeChat official account Editor’s Note: Written by a deep learning engineer from Baidu, this article provides a detailed overview of the eight major tasks in the field of computer vision, including: image classification, object detection, image semantic segmentation, scene text recognition, image generation, human keypoint detection, video classification, … Read more

Letter to 2029: Breakthroughs in Computer Vision AI

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Letter to 2029: Breakthroughs in Computer Vision AI

In the countless applications of visual AI, we believe that the breakthrough points for future technology may come from three areas: information integration and extraction, healthcare, and autonomous driving. Written by: Jia Jiaya, Distinguished Scientist at Tencent, Head of Tencent Youtu Lab Dr. Dai Yurong, Director of Tencent Youtu Lab, Dr. Zheng Yafeng Image source: … Read more

Using Computer Vision To Identify Lettuce: Innovative Agri-Tech

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Using Computer Vision To Identify Lettuce: Innovative Agri-Tech

Author | Zhang Junbao How are “computer vision recognition models” and “lettuce” connected? The LettUs Grow team, a participant in the 3rd Duoduo Agricultural Technology Competition, provided a solution: using computer vision recognition models to identify and calculate the projection area of lettuce, determining crop status and density change times and values based on leaf … Read more

Ten Years of Computer Vision: Deep Learning’s Transformation

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Ten Years of Computer Vision: Deep Learning's Transformation

Big Data Digest Production Compiled by: Digest Bacteria In recent years, the development of computer vision (CV) has surged, penetrating all aspects of our lives. To the public, this may seem like an exciting technological innovation; however, that is not entirely true. In fact, computer vision has decades of development history, laying a solid foundation … Read more

Exploring Computer Vision: Creating the Illusion

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Exploring Computer Vision: Creating the Illusion

Author: Wei Xiucan, PhD student at the Institute of Machine Learning and Data Mining (LAMDA), Nanjing University. He has published academic papers in top international journals and conferences, and his “Must Know Tips in Deep Neural Networks” was invited for publication in the well-known data mining forums KDnuggets and Data Science Central. Selected from “Programmer,” … Read more

What Is Computer Vision and Machine Vision?

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What Is Computer Vision and Machine Vision?

Every day, we open our eyes to see this colorful world, the vibrant flowers, the blue sky, and the familiar smiles of our loved ones. For every healthy person, this is a beautiful privilege granted at birth; we can perceive this world through our eyes. However, do you know how precious vision is for robots? … Read more

Multi-Object Tracking with PyTorch

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Multi-Object Tracking with PyTorch

ClickI Love Computer Vision to star and get the latest CVML technologies faster Today we introduce an open-source library for multi-object tracking implemented in PyTorch. Search for MOT tracking on Github, and this code ranks first, currently having 505 stars. This code implements the well-known Deep SORT multi-object tracking algorithm. The original implementation by the … Read more

Development of CNN Architecture: Comprehensive Overview

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Development of CNN Architecture: Comprehensive Overview

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, with an audience that includes NLP master’s and PhD students, university professors, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for … Read more