Created
March 6, 2018 09:54
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Rotate png image while holding the alpha channel in opencv-python
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import cv2\n", | |
"import numpy as np\n", | |
"import matplotlib.pyplot as plt\n", | |
"import sys\n", | |
"\n", | |
"%matplotlib inline" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"<class 'numpy.ndarray'>\n", | |
"(635, 800, 4)\n" | |
] | |
} | |
], | |
"source": [ | |
"img = cv2.imread('./ai_shigoto_makaseru.png', -1)\n", | |
"\n", | |
"if img is None:\n", | |
" sys.exit()\n", | |
"\n", | |
"print(type(img))\n", | |
"print(img.shape)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"height, width = (img.shape[0] , img.shape[1])\n", | |
"size = (width, height)\n", | |
"center = (width/2,height/2)\n", | |
"\n", | |
"# dst 画像用意\n", | |
"dst_mat = np.zeros((height, width, 4), np.uint8)\n", | |
"\n", | |
"# 回転させたい角度(正の値は反時計回り)\n", | |
"angle = -45.0\n", | |
"\n", | |
"# 拡大比率\n", | |
"scale = 0.5\n", | |
"\n", | |
"# 回転変換行列の算出\n", | |
"rotation_matrix = cv2.getRotationMatrix2D(center, angle, scale)\n", | |
"\n", | |
"# アフィン変換\n", | |
"img_dst = cv2.warpAffine(img, rotation_matrix, size, dst_mat,\n", | |
" flags=cv2.INTER_LINEAR,\n", | |
" borderMode=cv2.BORDER_TRANSPARENT)\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
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shJBorYO1SEumxDUSClE6NJ/axpOMG5bPlYsr/+Q4fv7YS3x5TTq01iMb9gZeZ6WQtsU3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\nrkJggg==\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x11cfa8710>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"cv2.imwrite(\"dst.png\", img_dst)\n", | |
"\n", | |
"plt.imshow(cv2.cvtColor(img_dst, cv2.COLOR_BGRA2RGBA))\n", | |
"plt.show()\n" | |
] | |
} | |
], | |
"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": "3.5.1" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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