forked from wang-xinyu/tensorrtx
-
Notifications
You must be signed in to change notification settings - Fork 0
/
utils.h
54 lines (46 loc) · 1.49 KB
/
utils.h
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
#pragma once
#include <dirent.h>
#include <opencv2/opencv.hpp>
#include <iostream>
#include "common.hpp"
#define SHOW_IMG
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(114, 114, 114));
re.copyTo(out(cv::Rect(x, y, re.cols, re.rows)));
cv::Mat tensor;
out.convertTo(tensor, CV_32FC3, 1.f / 255.f);
cv::subtract(tensor, cv::Scalar(0.485, 0.456, 0.406), tensor, cv::noArray(), -1);
cv::divide(tensor, cv::Scalar(0.229, 0.224, 0.225), tensor, 1, -1);
return tensor;
}
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_file->d_name);
file_names.push_back(cur_file_name);
}
}
closedir(p_dir);
return 0;
}