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@butchi
Created October 22, 2022 07:32
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Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"vscode": {
"languageId": "wolfram"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div><img alt=\"Output\" 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\"></div>"
],
"text/plain": [
"-Image-"
]
},
"execution_count": 1,
"metadata": {
"text/html": [],
"text/plain": []
},
"output_type": "execute_result"
}
],
"source": [
"qrImgOrig = Import[\"https://pbs.twimg.com/media/Ffp-CSHVEAAeKzJ?format=jpg\"]"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"vscode": {
"languageId": "wolfram"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div><pre style=\"&#102;&#111;&#110;&#116;&#45;&#102;&#97;&#109;&#105;&#108;&#121;&#58;&#32;&#34;&#67;&#111;&#117;&#114;&#105;&#101;&#114;&#32;&#78;&#101;&#119;&#34;&#44;&#67;&#111;&#117;&#114;&#105;&#101;&#114;&#44;&#109;&#111;&#110;&#111;&#115;&#112;&#97;&#99;&#101;&#59;\">&#123;&#125;</pre></div>"
],
"text/plain": [
"{}"
]
},
"execution_count": 2,
"metadata": {
"text/html": [],
"text/plain": []
},
"output_type": "execute_result"
}
],
"source": [
"BarcodeRecognize[qrImgOrig]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"vscode": {
"languageId": "wolfram"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div><img alt=\"Output\" 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\"></div>"
],
"text/plain": [
"-Image-"
]
},
"execution_count": 3,
"metadata": {
"text/html": [],
"text/plain": []
},
"output_type": "execute_result"
}
],
"source": [
"qrImg = ImagePad[ImagePad[qrImgOrig, 8, \"Fixed\"], 15, White]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"vscode": {
"languageId": "wolfram"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div><pre style=\"&#102;&#111;&#110;&#116;&#45;&#102;&#97;&#109;&#105;&#108;&#121;&#58;&#32;&#34;&#67;&#111;&#117;&#114;&#105;&#101;&#114;&#32;&#78;&#101;&#119;&#34;&#44;&#67;&#111;&#117;&#114;&#105;&#101;&#114;&#44;&#109;&#111;&#110;&#111;&#115;&#112;&#97;&#99;&#101;&#59;\">&#40;&#120;&#94;&#50;&#43;&#121;&#94;&#50;&#45;&#50;&#121;&#41;&#40;&#124;&#120;&#94;&#50;&#43;&#121;&#94;&#50;&#43;&#121;&#45;&#49;&#54;&#124;&#45;&#121;&#41;&#8806;&#48;</pre></div>"
],
"text/plain": [
"(x^2+y^2-2y)(|x^2+y^2+y-16|-y)≦0"
]
},
"execution_count": 4,
"metadata": {
"text/html": [],
"text/plain": []
},
"output_type": "execute_result"
}
],
"source": [
"BarcodeRecognize[qrImg]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"vscode": {
"languageId": "wolfram"
}
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Wolfram Language 13.1",
"language": "Wolfram Language",
"name": "wolframlanguage13.1"
},
"language_info": {
"codemirror_mode": "mathematica",
"file_extension": ".m",
"mimetype": "application/vnd.wolfram.m",
"name": "Wolfram Language",
"pygments_lexer": "mathematica",
"version": "12.0"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
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