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Example of using interact from ipywidgets
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Interact from ipywidgets" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Loading libraries" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Populating the interactive namespace from numpy and matplotlib\n" | |
] | |
} | |
], | |
"source": [ | |
"from ipywidgets import interact, fixed\n", | |
"import ipywidgets as widgets\n", | |
"import matplotlib.pyplot as plt\n", | |
"import cv2\n", | |
"import numpy as np\n", | |
"\n", | |
"# Inline matplotlib and costume image size\n", | |
"%pylab inline\n", | |
"pylab.rcParams['figure.figsize'] = (10, 8)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Loading image" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"image = cv2.imread(\"images/edges.jpg\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"def showEdges(img, thresholds, blur, blurType):\n", | |
" \"\"\" Function called by interact \"\"\"\n", | |
" if blur:\n", | |
" if blurType == 'Median':\n", | |
" img = cv2.medianBlur(img, 5)\n", | |
" elif blurType == 'Guassian':\n", | |
" img = cv2.GaussianBlur(img, (5, 5), 0)\n", | |
" elif blurType == 'Bilateral': \n", | |
" img = cv2.bilateralFilter(img, 9, 75, 75)\n", | |
" \n", | |
" thresh1, thresh2 = thresholds\n", | |
" edges = cv2.Canny(img, thresh1, thresh2)\n", | |
" plt.imshow(edges, cmap = 'gray')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"# Creating costume widget\n", | |
"rangeSlider = widgets.IntRangeSlider(\n", | |
" value = [50, 200],\n", | |
" min = 0,\n", | |
" max = 255,\n", | |
" step = 1,\n", | |
" description = 'Thresholds',\n", | |
" continuous_update = False\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": { | |
"collapsed": false, | |
"scrolled": true | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
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| |
}, | |
"metadata": { | |
"isWidgetSnapshot": true | |
}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"<function __main__.showEdges>" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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W2O+//24FCxb0LvM0yI0aNfL+flx11VU+27311lsZHq9Pnz4myWbNmmWSrFatWpnW+Mcf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\nYmWIiIiIiIgcEitDRERERETkkP4PVF/RHtGGmvUAAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7fc4c918c320>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Using interact from ipywidgets\n", | |
"# You have to specify the value of every parameter\n", | |
"# or define the specific widget (rangeSlider)\n", | |
"# Other parameters must be fixed\n", | |
"interact(showEdges,\n", | |
" img = fixed(image),\n", | |
" thresholds = rangeSlider,\n", | |
" blur = True,\n", | |
" blurType = ['Median', 'Guassian', 'Bilateral'])" | |
] | |
} | |
], | |
"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": "3.5.2+" | |
}, | |
"widgets": { | |
"state": { | |
"de66ce2382444e168ba82b4fd72f2643": { | |
"views": [ | |
{ | |
"cell_index": 7 | |
} | |
] | |
} | |
}, | |
"version": "1.2.0" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 1 | |
} |
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