Created
March 21, 2020 08:15
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#include <opencv2/opencv.hpp> | |
std::vector<float> images2nchw(std::vector<cv::Mat> images, cv::Size size, double factor=1.0, bool flip_rb = true) { | |
std::vector<float> data; | |
data.reserve(size.area() * 3 * images.size()); | |
size_t base = 0; | |
for(auto&& image : images) | |
{ | |
assert(image.type() == CV_8UC3); | |
cv::resize(image, image, size); | |
int frame_size = size.area(); | |
int iter_rows = image.rows; | |
int iter_cols = image.cols; | |
if(image.isContinuous()) | |
{ | |
iter_cols = image.total(); | |
iter_rows = 1; | |
} | |
constexpr std::array<int, 3> no_swap {0, 1, 2}; | |
constexpr std::array<int, 3> swap_rb {2, 1, 0}; | |
const auto& index_ref = flip_rb ? swap_rb : no_swap; | |
for(auto c : index_ref) | |
for (int i = 0; i < iter_rows; ++i) | |
{ | |
const auto* line = image.ptr<cv::Vec3b>(i); | |
for(int j = 0; j < iter_cols; ++j) | |
data.push_back((*line++)[c]); | |
} | |
} | |
return data; | |
} | |
int main() | |
{ | |
cv::Mat ones = cv::Mat::ones({10, 10}, CV_8UC3); | |
std::cout << ones << '\n'; | |
auto v = images2nchw({ones, ones}, ones.size(), 2); | |
for (int i = 0; i < ones.channels() * 2; ++i) { | |
for (int j = 0; j < ones.size().area(); ++j) { | |
std::cout << v[i * ones.size().area() + j] << ' '; | |
} | |
std::cout << '\n'; | |
} | |
} | |
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