{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# A session of REPL / C++ with opencv\n",
"Load, display and manipulate images with opencv. Demonstrates how to load an external library and display advanced items.\n",
"\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"#include \"init.opencv.cpp\"\n",
"// Then use it\n",
"cv::Mat lena = cv::imread(\"data/lena.jpg\");\n",
"cv::resize(lena, lena, cv::Size(375, 183))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"scrolled": true,
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/jpeg": 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"
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"im::show(lena) "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"data": {
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"
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[] { // // this is an immediately invoked lambda (IIL) : see the () at the end\n",
"cv::Mat blur;\n",
"cv::blur(lena, blur, cv::Size(15, 15));\n",
"return im::show(blur);\n",
"}() // () will call the lambda immediately\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# How this is done\n",
"\n",
"[init.opencv.cpp](init.opencv.cpp) will init opencv (include headers, load libs, and define `im::show(const cv::Mat &)`\n",
"````cpp\n",
"#pragma once\n",
"#pragma cling add_library_path(\"/srv/conda/envs/notebook/lib\")\n",
"#pragma cling add_include_path(\"/srv/conda/envs/notebook/include/opencv4/\")\n",
"#pragma cling add_include_path(\"/srv/conda/envs/notebook/include\")\n",
"#pragma cling load(\"libopencv_core\")\n",
"#pragma cling load(\"libopencv_imgcodecs\")\n",
"#pragma cling load(\"libopencv_imgproc\")\n",
"\n",
"#include \n",
"#include \n",
"#include \n",
"\n",
"#include \"xtl/xbase64.hpp\"\n",
"#include \"nlohmann/json.hpp\"\n",
"\n",
"namespace im\n",
"{\n",
" struct matshow\n",
" {\n",
" matshow(const cv::Mat& m) : _mat(m) {}\n",
" cv::Mat _mat;\n",
" };;\n",
" matshow show(const cv::Mat& m) { matshow r(m); return r; }\n",
"\n",
" nlohmann::json mime_bundle_repr(const matshow& m)\n",
" {\n",
" std::vector buf;\n",
" bool success = cv::imencode(\".png\", m._mat, buf);\n",
" if (success) {\n",
" auto bundle = nlohmann::json::object();\n",
" std::string buf_as_str(buf.begin(), buf.end());\n",
" bundle[\"image/jpeg\"] = xtl::base64encode(buf_as_str);\n",
" return bundle;\n",
" }\n",
" else\n",
" return {};\n",
" }\n",
"}\n",
"````\n",
"\n",
" It is inspired by the page [Displaying rich content](https://xeus-cling.readthedocs.io/en/latest/rich_display.html) on the xeus documentation site.\n",
" \n",
" *Note:* As of now, the image display is a bit slow (see https://github.com/QuantStack/xeus-cling/issues/203)"
]
}
],
"metadata": {
"celltoolbar": "Slideshow",
"kernelspec": {
"display_name": "C++17",
"language": "C++17",
"name": "xcpp17"
},
"language_info": {
"codemirror_mode": "text/x-c++src",
"file_extension": ".cpp",
"mimetype": "text/x-c++src",
"name": "c++",
"version": "17"
},
"title": "opencv C++ REPL"
},
"nbformat": 4,
"nbformat_minor": 2
}