Questions tagged [downsampling]

231 questions
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How to downsample a sequence x by an integer factor M with a single statement such as for loop or conditional statements

I have already learning to use downsample() function inside Matlab. However, I am wondering if it can be implemented using basic for loop or if statement. Can anyone help me? P.S Below is the code I have worked out, I would like to know if there is…
WilliamW
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wave write function not working, what am I doing wrong?

I am trying to halve the existing sampling rate of a folder full of .wav files. This is the only way I have found to do it but it is not working. The read part works just fine up until f.close(), then the wave.write part causes the error. import…
SHGrad
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Downsample the Time Series data of Accelerometer and Gyroscope

I have time series data for Physical Activities. The data was recorded at 50hz frequency. But now I want to down sample the data at 20hz because I want to train and predict model at 20hz. Is there an efficient way in python to do that ? I've heard…
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open3d voxel_size too small : down sampling not working for e57 binaries

I'm trying to downsample a point cloud. I have 2 data formats for different parts of my data. The .bin files cause no problems, but when I'm trying to downsample the .e57 files I encounter a strange problem. Here's what I do: import numpy as…
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How to repeat downSample in R?

I'm not sure what approach to take to this problem (I'm new to both R and statistical analysis). I have a highly imbalanced class in my data set: PCL_Sum n * 1 0 300 2 1 25 I realise that I could use…
Socsi2
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Picture size 0x0 is invalid: trying to downsample 4k raw video into 1080 using ffmpeg

ffmpeg -i CityAlley_3840x2160_50fps_8bit.yuv -vf scale=1920:1080 CityAlly.yuv But I got the error: ffmpeg version 4.2.4-1ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers built with gcc 9 (Ubuntu 9.3.0-10ubuntu2) configuration:…
neetu sigger
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find overlap and downsample scatter plot

I have huge data that consist of points(x,y) and need to present in a scatter plot. To find overlap and remove invisible differences between the same point, I wrote bellow code : void DownSampler::makeDownSample(QVector keys,QVector
SajadBlog
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How to "thin" a large CSV file to extract its salient features?

I need to downsample, or "thin", a large data set: 275 MB CSV file consisting of 10 Million data points. Each data point is a time,voltage pair formatted (for example) as follows: 3.387903904E-04,2.68E-02 or, 338.79 usec, 0.0268 volts The data…
user5395338
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Need Help in resampling the dataset

I have a data set of dow_jones_index. I was asked to perform following activities: downsample the data filtered in the above step day wise and perform interpolation to forward fill the first two 'Nan' values. return the first 10 samples of…
user12099710
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Resample audio in iOS

I have a wave file recorded in 48000 sample rate. I need to play the recorded audio file in BLE device configured with 44100 sample rate. When the BLE device is disconnected from iPhone, i need to resume the playback in iPhone speaker which is…
vinu
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Transforming a 3D numpy array to 2D and back

I am trying to use the imblearn random undersampler but I have the problem that my X_train is a 3D array and the undersampler needs a 2D array so I am getting the error: Found array with dim 3. Estimator expected <= 2. So I tried the solution…
Kirk1746
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What is the difference between bins when using groupby apply vs resample apply?

This is somewhat of a broad topic, but I will try to pare it to some specific questions. I have noticed a difference between resample and groupby that I am curious to learn about. Here is some hourly time series data: In[]: import pandas as pd dr…
Tom
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Bulk downsampling list of wave objects using seewave::resamp

I am trying to downsample a list of wave objects using seewave::resamp. To get my list I have imported a .wav file and split it into 10 second clips following @Jota 's answer here So to get my list of wave object I have done the following (this is…
TomCLewis
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Matrix assignement value error in opencv C++ with mat.at(i,j)

I am learning image processing with OpenCV in C++. To implement a basic down-sampling algorithm I need to work on the pixel level -to remove rows and columns. However, when I assign values with mat.at<>(i,j) other values are assign - things like…
joachim
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Downsample matrix from an image python

I need help to understand how to downsample a matrix from an image to a matrix of 10x10. Libraries: import sys import cv2 import numpy from PIL import Image from numpy import array I used PIL to get the image and used numpy to get the matrix array…