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February 14, 2019 21:35
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Harris corner detection demo" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"#Ref: https://docs.opencv.org/3.0-beta/doc/py_tutorials/py_feature2d/py_features_harris/py_features_harris.html" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"'3.4.2'" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"# tested on 3.4.2\n", | |
"import cv2\n", | |
"cv2.__version__" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import cv2\n", | |
"import platform\n", | |
"\n", | |
"cap=cv2.VideoCapture(0)\n", | |
"\n", | |
"\n", | |
"# Detector parameters\n", | |
"blockSize = 2\n", | |
"apertureSize = 3\n", | |
"k = 0.04\n", | |
"\n", | |
"while (True):\n", | |
" \n", | |
" ret,frame=cap.read()\n", | |
" \n", | |
" cv2.namedWindow(\"camera\",cv2.WND_PROP_FULLSCREEN)\n", | |
" cv2.setWindowProperty(\"camera\",cv2.WND_PROP_FULLSCREEN,cv2.WINDOW_FULLSCREEN)\n", | |
" \n", | |
" gray=cv2.cvtColor(frame,cv2.COLOR_BGR2GRAY);\n", | |
" \n", | |
" dst = cv2.cornerHarris(gray, blockSize, apertureSize, k)\n", | |
" \n", | |
" #result is dilated for marking the corners, not important\n", | |
" dst = cv2.dilate(dst,None)\n", | |
"\n", | |
" # Threshold for an optimal value, it may vary depending on the image.\n", | |
" frame[dst>0.01*dst.max()]=[0,0,255]\n", | |
" \n", | |
" cv2.imshow('camera',frame)\n", | |
" \n", | |
" if cv2.waitKey(1) &0xFF == ord('q'): # press q or ESC to quit. You probably need to hit the screen first\n", | |
" break\n", | |
"\n", | |
" \n", | |
"cap.release()\n", | |
"cv2.destroyAllWindows()" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.15rc1" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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