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ESP8266_Epaper2_13/取模程序/图像抖动处理.ipynb
2022-05-04 18:07:30 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "97bd61e5",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import random\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "b5fe6d3c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1ef1f7a4c88>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"imgname = \"lufy3.jpg\"\n",
"img = plt.imread(imgname)\n",
"plt.imshow(img)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "6f6ce8a2",
"metadata": {},
"outputs": [],
"source": [
"# 灰度化\n",
"def RGB2Gray(img):\n",
" R = img[:,:,0]\n",
" G = img[:,:,1]\n",
" B = img[:,:,2]\n",
" Gray = 0.3*R+0.59*G+0.11*B\n",
" return Gray"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "b04c2165",
"metadata": {},
"outputs": [],
"source": [
"# 二值化\n",
"def devide2two(img):\n",
" x,y = img.shape\n",
" dev = img.copy()\n",
" for i in range(x):\n",
" for j in range(y):\n",
" if img[i][j]>128:\n",
" dev[i][j] = 255\n",
" else:\n",
" dev[i][j] = 0\n",
" return dev"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "e30d391e",
"metadata": {},
"outputs": [],
"source": [
"# 抖动\n",
"def RandomDithering(img,dither):\n",
" x,y = img.shape\n",
" ret = img.copy()\n",
" for i in range (x):\n",
" for j in range(y):\n",
" ran = random.randint(0,255)%(2*dither)-dither\n",
" if ran+ret[i][j]>=128:\n",
" ret[i][j] = 255\n",
" else:\n",
" ret[i][j] = 0\n",
" return ret"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "02551328",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"Gray = RGB2Gray(img) # 灰度化\n",
"dith = RandomDithering(Gray,50)\n",
"plt.axis('off')\n",
"# plt.subplot(1,3,1)\n",
"# plt.imshow(img,cmap=\"gray\")\n",
"# plt.subplot(1,3,2)\n",
"# plt.imshow(Gray,cmap=\"gray\")\n",
"# plt.subplot(1,3,3)\n",
"plt.imshow(dith,cmap=\"gray\")\n",
"plt.savefig('luffy.jpg')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 182,
"id": "1853f5a5",
"metadata": {},
"outputs": [],
"source": [
"# 写入文件\n",
"def Write_C(data):\n",
" filename = imgname.split('.')[0]+\".c\"\n",
" with open(filename,'w') as obj:\n",
" obj.write(\"const unsigned char \"+ imgname.split('.')[0] +\"[] {\\n\"+ data +\"};\")\n",
"# 进制转换 \n",
"def sethex(summ):\n",
" summ = int(summ)\n",
" hexstr = hex(summ)\n",
" if len(hexstr) == 3:\n",
" restr = \"0x0\"+hexstr[2]\n",
" else:\n",
" restr = hexstr\n",
" return restr+\",\""
]
},
{
"cell_type": "code",
"execution_count": 192,
"id": "9d918bd5",
"metadata": {},
"outputs": [],
"source": [
"# 写出c文件\n",
"def OutPut_C(img):\n",
" x,y = img.shape\n",
" data = ''\n",
" dith = img[::-1,:]\n",
" dith[dith>128] = 1\n",
" time=8\n",
" summ = 0\n",
" for i in range(y):\n",
" for j in range(x):\n",
" summ += dith[j][i]*(2**(time-1))\n",
" time -=1\n",
" if time == 0:\n",
" data += sethex(summ)\n",
" time = 8\n",
" summ = 0\n",
" data += sethex(summ)\n",
" time = 7\n",
" summ = 0\n",
" data += '\\n'\n",
" Write_C(data)"
]
},
{
"cell_type": "code",
"execution_count": 193,
"id": "9ca9b562",
"metadata": {},
"outputs": [],
"source": [
"OutPut_C(dith)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "b2d56327",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.7.11"
}
},
"nbformat": 4,
"nbformat_minor": 5
}