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- #pragma once
- #include <opencv2/opencv.hpp>
- #include <dirent.h>
- #include <fstream>
- static inline cv::Mat preprocess_img(cv::Mat& img, int input_w, int input_h) {
- int w, h, x, y;
- float r_w = input_w / (img.cols*1.0);
- float r_h = input_h / (img.rows*1.0);
- if (r_h > r_w) {
- w = input_w;
- h = r_w * img.rows;
- x = 0;
- y = (input_h - h) / 2;
- } else {
- w = r_h * img.cols;
- h = input_h;
- x = (input_w - w) / 2;
- y = 0;
- }
- cv::Mat re(h, w, CV_8UC3);
- cv::resize(img, re, re.size(), 0, 0, cv::INTER_LINEAR);
- cv::Mat out(input_h, input_w, CV_8UC3, cv::Scalar(128, 128, 128));
- re.copyTo(out(cv::Rect(x, y, re.cols, re.rows)));
- return out;
- }
- static inline int read_files_in_dir(const char *p_dir_name, std::vector<std::string> &file_names) {
- DIR *p_dir = opendir(p_dir_name);
- if (p_dir == nullptr) {
- return -1;
- }
- struct dirent* p_file = nullptr;
- while ((p_file = readdir(p_dir)) != nullptr) {
- if (strcmp(p_file->d_name, ".") != 0 &&
- strcmp(p_file->d_name, "..") != 0) {
- //std::string cur_file_name(p_dir_name);
- //cur_file_name += "/";
- //cur_file_name += p_file->d_name;
- std::string cur_file_name(p_file->d_name);
- file_names.push_back(cur_file_name);
- }
- }
- closedir(p_dir);
- return 0;
- }
- // Function to trim leading and trailing whitespace from a string
- static inline std::string trim_leading_whitespace(const std::string& str) {
- size_t first = str.find_first_not_of(' ');
- if (std::string::npos == first) {
- return str;
- }
- size_t last = str.find_last_not_of(' ');
- return str.substr(first, (last - first + 1));
- }
- // Src: https://stackoverflow.com/questions/16605967
- static inline std::string to_string_with_precision(const float a_value, const int n = 2) {
- std::ostringstream out;
- out.precision(n);
- out << std::fixed << a_value;
- return out.str();
- }
- static inline int read_labels(const std::string labels_filename, std::unordered_map<int, std::string>& labels_map) {
- std::ifstream file(labels_filename);
- // Read each line of the file
- std::string line;
- int index = 0;
- while (std::getline(file, line)) {
- // Strip the line of any leading or trailing whitespace
- line = trim_leading_whitespace(line);
- // Add the stripped line to the labels_map, using the loop index as the key
- labels_map[index] = line;
- index++;
- }
- // Close the file
- file.close();
- return 0;
- }
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