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@uchidama
Last active August 3, 2020 15:45
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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": false
},
"outputs": [],
"source": [
"height, width = (768 , 1024)\n",
"\n",
"x_offset = int((width - img.shape[1])/2)\n",
"y_offset = int((height - img.shape[0])/2)\n",
"\n",
"y1, y2 = y_offset, y_offset + img.shape[0]\n",
"x1, x2 = x_offset, x_offset + img.shape[1]\n",
"\n",
"blank_image = np.zeros((height, width, 3), np.uint8)\n",
"blank_image[:, 0:width] = (255, 255, 0) # (B, G, R)\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"alpha_s = img[:, :, 3] / 255.0\n",
"alpha_l = 1.0 - alpha_s\n",
"\n",
"for c in range(0, 3):\n",
" blank_image[y1:y2, x1:x2, c] = (alpha_s * img[:, :, c] + alpha_l * blank_image[y1:y2, x1:x2, c])"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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SKKtBKmuhWWsL5CUIcEHIGz/4duaeeTpRACWBk6paEKrU1089h3q5i0fH4WBDR/HjmWGi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\n5gAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11cecdf28>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(cv2.cvtColor(blank_image, cv2.COLOR_BGR2RGB))\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
}
@LeeJiHey
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LeeJiHey commented Aug 3, 2020

Hello. I have a question in the code, so I write.
In "alpha_s = img[: , : , 3] / 255.0" code
I am wondering why I divide img[: , : , 3] by 255.0.
please answer about my question.
Thank you.

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