emcp
November 14, 2021, 11:23am
1
I have posts in the usual places… but figured now my issue is pretty much just understanding opencv…
I have a Server on a machine which will take a screenshot and send it when requested oversocket to a Client which requests it… I send first a header message with dimenions, amount of image bytes to next grab… so that I get exactly the frame needed next… eventually I want to turn it into a sort of webcam feed but for now just… hard coded sending a single image
anyway, when I send the image data over the wire everything seems fine… but when I decode the image it ends up mostly black, and a bit of gray at the top… this tells me I must be decoding the JPG incorrectly… so any help understanding would be appreciated>
I’ve tried various techniques but… nothing quite clicking yet… I’m thinking I perhaps need to take the buffer data… place itinto a shape of 1, LENGTH_OF_BUFFER
and reshape it… but that also crashes
Server.cpp series of events
cv::Mat retrieve_data(){
std::string image_path = "/0_MONITORNEW_.jpg";
cv::Mat image;
image = imread(image_path, cv::IMREAD_COLOR);
if(! image.data ) {
std::cout << "Could not open or find the image" << std::endl;
}
return image;
}
//retrieve the frame to be sent
cv::Mat frame = retrieve_data();
std::vector<uchar> buff;
std::vector<int> param(2);
param[0] = cv::IMWRITE_JPEG_QUALITY;
param[1] = 80;
cv::imencode(".jpg", frame, buff, param);
...
// now we send the frame
std::string message(reinterpret_cast<char*>(buff.data()), buff.size());
std::cout << "sending image message of " << std::to_string(message.length()) << " bytes...." << std::endl;
socket.write_some(boost::asio::buffer(message), ignored_error);
Client.cpp
std::cout << "[IMAGE_WIDTH] = " << std::to_string(IMAGE_WIDTH) << std::endl;
std::cout << "[IMAGE_HEIGHT] = " << std::to_string(IMAGE_HEIGHT) << std::endl;
std::cout << "image bytes = " << std::to_string(header_data.image_size_bytes) << std::endl;
std::cout << "secondbuffer data " << std::to_string(second_receive_buffer.data().size()) << std::endl;
void* matrix_ready_data = const_cast<void*>(boost::asio::buffer_cast<const void*>(second_receive_buffer.data()));
Mat img = cv::Mat(IMAGE_HEIGHT, IMAGE_WIDTH, CV_8UC3, matrix_ready_data);
//img = img.reshape(0,IMAGE_HEIGHT);
//Mat img2 = cv::imdecode(img, cv::LOAD_IMAGE_UNCHANGED);
imshow("client", img);
waitKey(5000);
thank you so much
https://www.cplusplus.com/forum/beginner/280846/
emcp
November 17, 2021, 2:41pm
2
I got it working
Server
#include <iostream>
#include <boost/array.hpp>
#include <boost/asio.hpp>
#include <boost/thread/thread.hpp>
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include <opencv2/core/core.hpp>
#include <string>
#include <vector>
using boost::asio::ip::tcp;
using namespace std;
using namespace cv;
// source https://www.programmerall.com/article/7721373696/
// source https://cppsecrets.com/users/14041151035752494957504952535764103109971051084699111109/Programming-in-C00-using-boostasio.php
bool flag = false;
void servershow()
{
while (true)
{
if (flag)
{
//imshow("server",img);
waitKey(1);
}
}
}
cv::Mat retrieve_data(){
std::string image_path = "/YOUR_IMAGE.jpg";
cv::Mat image;
image = imread(image_path, cv::IMREAD_COLOR);
if(! image.data ) {
std::cout << "Could not open or find the image" << std::endl;
}
return image;
}
int main()
{
boost::thread thrd(&servershow);
try
{
boost::asio::io_service io_service;
tcp::acceptor acceptor(io_service, tcp::endpoint(tcp::v4(), 3200));
for (;;) {
tcp::socket socket(io_service);
acceptor.accept(socket);
boost::system::error_code ignored_error;
//retrieve the frame to be sent
cv::Mat frame = retrieve_data();
std::vector<std::uint8_t> buff;
cv::imencode(".jpg", frame, buff, param);
// now we send the header message
std:: string image_dimensions = "6016Wx3384H";
std:: string image_buff_bytes = std::to_string(buff.size());
std::string message_header = image_dimensions + "," + image_buff_bytes;
std::cout << "sending measage header of " << std::to_string(message_header.length()) << " bytes...." << std::endl;
message_header.append(63 - message_header.length(), ' ');
message_header = message_header + '\0';
socket.write_some(boost::asio::buffer(message_header), ignored_error);
socket.write_some(boost::asio::buffer(buff), ignored_error);
flag = true;
}
}
catch (std::exception& e)
{
std::cerr << e.what() << std::endl;
}
thrd.join();
return 0;
}
Client
#include <iostream>
#include <boost/asio.hpp>
#include <boost/array.hpp>
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include <opencv2/objdetect/objdetect.hpp>
#include <string>
#include <vector>
using boost::asio::ip::tcp;
using namespace std;
using namespace cv;
// source https://www.programmerall.com/article/7721373696/
// source https://cppsecrets.com/users/14041151035752494957504952535764103109971051084699111109/Programming-in-C00-using-boostasio.php
struct image_metadata_t {
int width;
int height;
size_t image_size_bytes;
};
image_metadata_t parse_header(boost::asio::streambuf &buffer){
std::string data_buff_str = std::string(boost::asio::buffer_cast<const char*>(buffer.data()));
cout << data_buff_str << endl;
int width_pos = data_buff_str.find("W");
int x_pos = data_buff_str.find("x");
int height_pos = data_buff_str.find("H");
int comma_pos = data_buff_str.find(",");
std::cout << "data_buff_str.substr(x_pos+1,height_pos) " << data_buff_str.substr(x_pos+1,height_pos) <<std::endl;
image_metadata_t meta_data;
meta_data.width = std::stoi(data_buff_str.substr(0,width_pos));
meta_data.height = std::stoi(data_buff_str.substr(x_pos+1,height_pos));
meta_data.image_size_bytes = std::stoi(data_buff_str.substr(data_buff_str.find(",") + 1));
return meta_data;
}
cv::Mat GetImageFromMemory(uchar* image, int length, int flag) {
std::vector<uchar> data = std::vector<uchar>(image, image + length);
cv::Mat ImMat = imdecode(data, flag);
return ImMat;
}
int main()
{
try{
boost::asio::io_service io_service;
tcp::endpoint end_point(boost::asio::ip::address::from_string("127.0.0.1"), 3200);
tcp::socket socket(io_service);
socket.connect(end_point);
boost::system::error_code ignored_error;
boost::asio::streambuf receive_buffer;
// Now we retrieve the message header of 64 bytes
size_t header_size = 64;
boost::asio::read(socket, receive_buffer, boost::asio::transfer_exactly(header_size), ignored_error);
if ( ignored_error && ignored_error != boost::asio::error::eof ) {
cout << "first receive failed: " << ignored_error.message() << endl;
} else {
image_metadata_t header_data = parse_header(receive_buffer);
const int IMAGE_WIDTH = header_data.width;
const int IMAGE_HEIGHT = header_data.height;
// Now we retrieve the frame itself
std::cout << "Now asing for image bytes of size " << std::to_string(header_data.image_size_bytes) << std::endl;
//boost::asio::streambuf second_receive_buffer;
std::vector<std::uint8_t> buff(header_data.image_size_bytes);
boost::asio::read(socket, boost::asio::buffer(buff), boost::asio::transfer_exactly(header_data.image_size_bytes), ignored_error);
if( ignored_error && ignored_error != boost::asio::error::eof ) {
cout << "SECOND receive failed: " << ignored_error.message() << endl;
}
else {
std::cout << "[IMAGE_WIDTH] = " << std::to_string(IMAGE_WIDTH) << std::endl;
std::cout << "[IMAGE_HEIGHT] = " << std::to_string(IMAGE_HEIGHT) << std::endl;
std::cout << "image bytes = " << std::to_string(header_data.image_size_bytes) << std::endl;
cv::Mat img(cv::imdecode(buff, cv::IMREAD_ANYCOLOR));
imshow("client", img);
waitKey(5000);
}
}
} catch (std::exception& e) {
std::cerr << e.what() << std::endl;
}
return 0;
}