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@ErichZimmer
Last active August 26, 2020 05:58
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Multi-pass WiDIM code I use with custom load and save directories.
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## This is a code for doing multi-pass PIV with custom load and save directories.\n",
"### Author: Alex. Liberzon\n",
"### Edited by Erich Zimmer to allow cutom load/save dir."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from openpiv import windef\n",
"from openpiv import tools, process, scaling, validation, filters, preprocess\n",
"import numpy as np\n",
"import os\n",
"from time import time\n",
"import warnings\n",
"\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"settings = windef.Settings()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"'Data related settings'\n",
"settings.filepath_images = r'C:\\Users\\Research\\Documents\\PIV\\Images\\PIV_Challenge_2001A'\n",
"settings.save_path = r'C:\\Users\\Research\\Documents\\PIV\\Results\\PIV_Challenge_2001A'\n",
"settings.save_folder_suffix = 'Results'\n",
"settings.frame_pattern_a = 'A1.tif'\n",
"settings.frame_pattern_b = 'B1.tif'"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"scaling_factor = 1"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"path = settings.filepath_images"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"frame_a = tools.imread( os.path.join(path,settings.frame_pattern_a))\n",
"frame_b = tools.imread( os.path.join(path,settings.frame_pattern_b))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"#no background removal will be performed so 'mark' is initialized to 1 everywhere\n",
"mark = np.zeros(frame_a.shape, dtype=np.int32)\n",
"for I in range(mark.shape[0]):\n",
" for J in range(mark.shape[1]):\n",
" mark[I,J]=1"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"----------------------------------------------------------\n",
"|-----> || The Open Source P article |\n",
"| Open || I mage |\n",
"| PIV || V elocimetry Toolbox |\n",
"| <-----|| www.openpiv.net version 1.0 |\n",
"----------------------------------------------------------\n",
" \n",
"('Algorithm : ', 'WiDIM')\n",
" \n",
"Parameters \n",
"-----------------------------------\n",
"(' ', 'Size of image', ' | ', [1024, 1280])\n",
"(' ', 'total number of iterations', ' | ', 4)\n",
"(' ', 'overlap ratio', ' | ', 0.5)\n",
"(' ', 'coarse factor', ' | ', 2)\n",
"(' ', 'time step', ' | ', 1.0)\n",
"(' ', 'validation method', ' | ', 'mean_velocity')\n",
"(' ', 'number of validation iterations', ' | ', 3)\n",
"(' ', 'subpixel_method', ' | ', 'gaussian')\n",
"(' ', 'Nrow', ' | ', array([ 31, 63, 127, 127]))\n",
"(' ', 'Ncol', ' | ', array([ 39, 79, 159, 159]))\n",
"(' ', 'Window sizes', ' | ', array([64, 32, 16, 16]))\n",
"-----------------------------------\n",
"| STARTING |\n",
"-----------------------------------\n",
"('ITERATION # ', 0)\n",
"..[DONE]\n",
"(' --residual : ', 0.999999970486754)\n",
"no validation : trusting 1st iteration\n",
"going to next iteration.. \n",
"performing interpolation of the displacement field\n",
" \n",
"('..[DONE] -----> going to iteration ', 1)\n",
" \n",
"('ITERATION # ', 1)\n",
"..[DONE]\n",
"(' --residual : ', 0.10109403652653992)\n",
"Starting validation..\n",
"('Validation, iteration number ', 0)\n",
" \n",
"('Validation, iteration number ', 1)\n",
" \n",
"('Validation, iteration number ', 2)\n",
" \n",
"..[DONE]\n",
" \n",
"going to next iteration.. \n",
"performing interpolation of the displacement field\n",
" \n",
"('..[DONE] -----> going to iteration ', 2)\n",
" \n",
"('ITERATION # ', 2)\n",
"..[DONE]\n",
"(' --residual : ', 0.07470892958256266)\n",
"Starting validation..\n",
"('Validation, iteration number ', 0)\n",
" \n",
"('Validation, iteration number ', 1)\n",
" \n",
"('Validation, iteration number ', 2)\n",
" \n",
"..[DONE]\n",
" \n",
"going to next iteration.. \n",
"performing interpolation of the displacement field\n",
" \n",
"('..[DONE] -----> going to iteration ', 3)\n",
" \n",
"('ITERATION # ', 3)\n",
"..[DONE]\n",
"(' --residual : ', 0.03697421390038359)\n",
"Starting validation..\n",
"('Validation, iteration number ', 0)\n",
" \n",
"('Validation, iteration number ', 1)\n",
" \n",
"('Validation, iteration number ', 2)\n",
" \n",
"..[DONE]\n",
" \n",
"//////////////////////////////////////////////////////////////////\n",
"end of iterative process.. Re-arranging vector fields..\n",
"...[DONE]\n",
"-------------------------------------------------------------\n",
"('[DONE] ..after ', 339.05937337875366, 'seconds ')\n",
"-------------------------------------------------------------\n"
]
}
],
"source": [
"#main algorithm\n",
"with warnings.catch_warnings():\n",
" warnings.simplefilter(\"ignore\")\n",
" x,y,u,v, mask=process.WiDIM( frame_a.astype(np.int32), frame_b.astype(np.int32), mark,min_window_size=16, \\\n",
" overlap_ratio=0.5, coarse_factor=2, dt=1, validation_method='mean_velocity', \\\n",
" trust_1st_iter=1, validation_iter=3, tolerance=0.7, nb_iter_max=4,sig2noise_method='peak2peak')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.quiver.Quiver at 0x16375dc27f0>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Making sure everything seems alright\n",
"fig,ax = plt.subplots(figsize=(6,6))\n",
"ax.quiver(x,y,u,v,scale=500, color='black')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"x, y, u, v = scaling.uniform(x, y, u, v, scaling_factor = scaling_factor )\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.quiver.Quiver at 0x16375e2de20>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Outlier detection, some dozen or so outliers can be seen here\n",
"fig,ax = plt.subplots(figsize=(6,6))\n",
"ax.quiver(u,v,x,y, scale=50000,color='black')"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"# create a folder for custom save directory\n",
"save_path=os.path.join(settings.save_path,settings.save_folder_suffix)\n",
"if not os.path.exists(save_path):\n",
" os.makedirs(save_path)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"# save to custom save directory\n",
"tools.save(x, y, u, v, mask ,os.path.join(save_path,'VortexA.vec'),delimiter='\\t')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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