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深度学习指南

Deep_Learning_Route From Self-Driving Cars to Alpha Go to Language Translation, Deep Learning seems to be everywhere nowadays. While the debate whether the hype is justified or not continues, Deep...

Posted by murufeng on November 28, 2019

AutoML领域的最新论文合集

Awesome-AutoML-Papers Awesome-AutoML-Papers is a curated list of automated machine learning papers, articles, tutorials, slides and projects. What is AutoML? Automated Machine Learning (AutoML) p...

Posted by murufeng on November 12, 2019

目标检测之One-stage算法：YOLOv1-YOLOv3进化历程

本篇博文主要讲YOLOv1-YOLOv3的进化历程。 YOLOv1 1. 介绍 论文名称:You only look once unified real-time object detection 论文链接 2. 基本思想 YOLOv1是典型的目标检测one stage方法，在YOLO算法中，核心思想 就是把物体检测（object detection）问题处理成回归问题，用一个卷积神经网络...

Posted by murufeng on August 30, 2019

目标检测论文盘点与解读总结

目标检测算法盘点 从RCNN到SSD，这应该是最全的一份目标检测算法盘点 目标检测算法在准确度（AP）和速度（speed）的对比： 论文中的知识点 评价指标AP（mAP） 最完整的检测模型评估指标mAP计算指南(附代码)_慕课手记: https://www.imooc.com/article/44040 https://link.zhi...

Posted by murufeng on August 30, 2019

YOLO算法原理详解

YOLOv1 1. 介绍 论文名称:You only look once unified real-time object detection 论文链接 2. 基本思想 YOLOv1是典型的目标检测one stage方法，在YOLO算法中，核心思想 就是把物体检测（object detection）问题处理成回归问题，用一个卷积神经网络结构就可以从输入图像直接预测bounding box和...

Posted by murufeng on August 29, 2019

推荐几个提供免费GPU计算资源的平台，助力你的AI之路

1. Kaggle Kernel 首先需要说的那就是kaggle Kernel了，该平台提供免费的GPU训练资源。进入Kaggle 官网，点击kernel 便会出现如下界面： 然后点Kernel-> New Kernel: 然后出现两个选项， 是普通代码模式还是Jupyter Notebook 模式，我个人喜欢Jupyter Notebook 模式，点进去，创建了一个新的noteb...

Posted by murufeng on July 31, 2019

机器学习、深度学习、自然语言处理、计算机视觉顶级期刊的论文资料分享

目录 Object detection 目标检测最全论文集锦 Object detection deep_learning object detection A paper list of object detection using deep learning Embedding [Airbnb Embedding] Real-time Personaliz...

Posted by murufeng on July 30, 2019

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Machine Learning Deep Learning Computer Vision Object Detection Natural Language Processing
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