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Deformable Part-Based Model Learning Note

Posted on 2017-10-13 | In Learning Note | 0 comments | Visitors
# First, HOGSecond, star-structured deformable part: latent SVM 来学习,也就是说我们有了一张正样本的图片,标注了bounding box,我们要在某一位置,某一尺度,提取出一个区域作为某一component 的正样本。 自行车的车轮的位 ...
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RCNN serials Learning Note

Posted on 2017-10-10 | In Learning Note | 0 comments | Visitors
R-CNNPre-knowledge1. Selective SearchGoal:Propose possible regions of the object. Considerations: 尽可能遍历所有的尺度,但是不同于暴力穷举,可以先得到小尺度的区域,然后一次次合并得到大的尺寸,这样也 ...
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Reading Note

Posted on 2017-08-04 | In Learning Note | 0 comments | Visitors
Lifelong Machine LearningIntroductionDefinition Key Characteristics Continuous learning process Knowledge accumulation in KB Use of past knowledge to ...
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Install and Use Vatic Annotation Tool

Posted on 2017-07-17 | In Data Sets | 0 comments | Visitors
A. How to install Vatic in one line codeVatic is a very convinient online annotation tool for labeling objects of videos. The vatic annotation tool en ...
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Caffe Installation in Ubuntu 14.04

Posted on 2017-06-18 | In Installation | 0 comments | Visitors
PreinstallInstall CUDAInstall cuda by run fileRestart the computer! Install by deb file Install cuDNNStep 1. Download cuDNN from Nvidia cuDNN Step 2 ...
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CNN Example#1 Recognize Object

Posted on 2017-06-18 | 0 comments | Visitors
This article gives a high level overview for the process of recognizing the object by neural network. Step 1To be more clever, we could run this algor ...
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Training MNIST dataset by TensorFlow

Posted on 2017-06-18 | 0 comments | Visitors
In this article, I will introduce MNIST data set and review the process of training the MINIST data set to get the model by using TensorFlow. MNIST Da ...
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Object Detection Progress

Posted on 2017-05-04 | 0 comments | Visitors
Part I Computer Vision Field Leaders:http://mp.weixin.qq.com/s?__biz=MzAwMTA3MzM4Nw==&mid=2649439592&idx=1&sn=fdb687300e4a930fdd08c23d8816 ...
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Object Detection Methods

Posted on 2017-04-17 | 0 comments | Visitors
Part I: Basic Method “Histograms of Oriented Gradients for Human Detection,” N. Dalal and W. Triggs, Proc. IEEE CVPR 2005. Improvement: Detect the bo ...
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Object Recognition Review

Posted on 2017-04-17 | 0 comments | Visitors
I. The history of recognition II. The process of object recognition http://vision.stanford.edu/teaching/cs131_fall1617/lectures/lecture17_intro_objre ...
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Chenlei Zhang

Chenlei Zhang

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