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py-faster-rcnn-master
图像检测的算法,Faster R-CNN算法,先对整张图像进行卷积计算,然后通过感兴趣区域池化层(RoI Pooling Layer)将选择性搜索算法推荐出来的候选区域和卷积网络计算出的特征映射图进行融合,得到候选区域对应的特征矢量,这种共享卷积计算的操作极大地减少了卷积计算的次数。而且这些特征矢量的维度统一,方便后续的分类工作。通过感兴趣区域池化层处理卷积特征,并将得到的特征送往两个并行计算任务进行训练,分类和定位回归。通过这些方法和改进的框架,Fast R-CNN 用更短的训练和测试时长,取得了比 R-CNN 更好的效果(Faster R-CNN algorithm first convolutes the whole image, then fuses the candidate regions recommended by the selective search algorithm and the feature mapping maps calculated by the convolution network through the RoI Pooling Layer to get the corresponding feature vectors of the candidate regions, which greatly reduces the number of convolution calculations. Moreover, the dimension of these feature vectors is unified, which facilitates the subsequent classification work. The convolution feature is processed by the pooling layer of the region of interest, and the obtained feature is sent to two parallel computing tasks for training, classification and positioning regression. Through these methods and improved framework, Fast R-CNN uses shorter training and testing time and achieves better results than R-CNN.)
- 2020-12-11 15:39:18下载
- 积分:1
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poshecai
针对彩色图像的局部直方图均衡化,可以较好的增强图像细节(poshe,it can enhancements the detail of the image )
- 2012-05-08 10:43:38下载
- 积分:1
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QRSdetection
心电信号QRS复波实时检测代码及界面,使用QRS复波检测算法检测QRS复波(Code and interface, real-time detection of ECG QRS complex wave QRS complex wave detection algorithm to detect QRS complex wave)
- 2020-07-01 07:20:01下载
- 积分:1
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MATLAB运动目标检测代码
matlab运动目标检测代码,应用了高斯混合滤波。(something useful for matlab)
- 2018-05-02 19:20:30下载
- 积分:1
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Log_MergerSharp001
Log整合功能. 自動整理紀錄檔部份檔案.(Log Arrange. Auto Message.)
- 2013-10-21 13:45:09下载
- 积分:1
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Adaboost
说明: 这是一个比较实用的ADBOOST算法的源代码,它是比较准确,希望大家喜欢。(This is a more practical algorithm ADBOOST source code, it is more accurate, I hope you like.)
- 2009-08-21 12:59:41下载
- 积分:1
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hucai
说明: 水表图像识别 图像预处理 哈哈就不懂四周(Water Meter Image Recognition)
- 2019-06-19 18:27:49下载
- 积分:1
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PowellPSORegistration
基于互信息的图像配准算法,优化算法采用Powell和粒子群向结合的算法(Based on mutual information image registration algorithm, using Powell optimization algorithm and particle swarm algorithm to combine)
- 2009-05-06 21:55:10下载
- 积分:1
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Bilateral-filtering
这是双边滤波去噪的原始代码,挺好,可以下载( de-noising by Bilateral filtering,it is very good!)
- 2012-05-16 09:35:40下载
- 积分:1
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plsa
说明: 概率潜在语义分析Probabilistic Latent semantic alnalysis,完整程序包(Probabilistic Latent Semantic Analysis Probabilistic Latent semantic alnalysis, complete package)
- 2008-11-05 09:28:53下载
- 积分:1