mirror of
https://github.com/pjreddie/darknet.git
synced 2023-08-10 21:13:14 +03:00
NIPS
This commit is contained in:
242
src/image.c
242
src/image.c
@ -3,6 +3,11 @@
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#include <stdio.h>
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#include <math.h>
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#define STB_IMAGE_IMPLEMENTATION
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#include "stb_image.h"
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#define STB_IMAGE_WRITE_IMPLEMENTATION
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#include "stb_image_write.h"
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int windows = 0;
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float colors[6][3] = { {1,0,1}, {0,0,1},{0,1,1},{0,1,0},{1,1,0},{1,0,0} };
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@ -159,10 +164,22 @@ image copy_image(image p)
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return copy;
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}
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void show_image(image p, char *name)
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void rgbgr_image(image im)
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{
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int i;
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for(i = 0; i < im.w*im.h; ++i){
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float swap = im.data[i];
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im.data[i] = im.data[i+im.w*im.h*2];
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im.data[i+im.w*im.h*2] = swap;
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}
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}
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#ifdef OPENCV
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void show_image_cv(image p, char *name)
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{
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int x,y,k;
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image copy = copy_image(p);
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rgbgr_image(copy);
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//normalize_image(copy);
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char buff[256];
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@ -197,8 +214,36 @@ void show_image(image p, char *name)
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cvShowImage(buff, disp);
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cvReleaseImage(&disp);
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}
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#endif
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void save_image(image p, char *name)
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void show_image(image p, char *name)
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{
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#ifdef OPENCV
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show_image_cv(p, name);
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#else
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fprintf(stderr, "Not compiled with OpenCV, saving to %s.png instead\n", name);
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save_image(p, name);
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#endif
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}
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void save_image(image im, char *name)
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{
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char buff[256];
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//sprintf(buff, "%s (%d)", name, windows);
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sprintf(buff, "%s.png", name);
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unsigned char *data = calloc(im.w*im.h*im.c, sizeof(char));
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int i,k;
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for(k = 0; k < im.c; ++k){
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for(i = 0; i < im.w*im.h; ++i){
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data[i*im.c+k] = (unsigned char) (255*im.data[i + k*im.w*im.h]);
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}
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}
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int success = stbi_write_png(buff, im.w, im.h, im.c, data, im.w*im.c);
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if(!success) fprintf(stderr, "Failed to write image %s\n", buff);
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}
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/*
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void save_image_cv(image p, char *name)
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{
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int x,y,k;
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image copy = copy_image(p);
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@ -221,6 +266,7 @@ void save_image(image p, char *name)
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cvSaveImage(buff, disp,0);
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cvReleaseImage(&disp);
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}
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*/
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void show_image_layers(image p, char *name)
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{
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@ -296,26 +342,6 @@ void scale_image(image m, float s)
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for(i = 0; i < m.h*m.w*m.c; ++i) m.data[i] *= s;
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}
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image ipl_to_image(IplImage* src)
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{
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unsigned char *data = (unsigned char *)src->imageData;
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int h = src->height;
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int w = src->width;
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int c = src->nChannels;
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int step = src->widthStep;
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image out = make_image(w, h, c);
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int i, j, k, count=0;;
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for(k= 0; k < c; ++k){
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for(i = 0; i < h; ++i){
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for(j = 0; j < w; ++j){
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out.data[count++] = data[i*step + j*c + k]/255.;
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}
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}
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}
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return out;
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}
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image crop_image(image im, int dx, int dy, int w, int h)
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{
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image cropped = make_image(w, h, im.c);
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@ -355,9 +381,9 @@ void rgb_to_hsv(image im)
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float h, s, v;
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for(j = 0; j < im.h; ++j){
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for(i = 0; i < im.w; ++i){
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r = get_pixel(im, i , j, 2);
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r = get_pixel(im, i , j, 0);
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g = get_pixel(im, i , j, 1);
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b = get_pixel(im, i , j, 0);
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b = get_pixel(im, i , j, 2);
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float max = three_way_max(r,g,b);
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float min = three_way_min(r,g,b);
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float delta = max - min;
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@ -417,9 +443,9 @@ void hsv_to_rgb(image im)
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r = v; g = p; b = q;
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}
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}
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set_pixel(im, i, j, 2, r);
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set_pixel(im, i, j, 0, r);
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set_pixel(im, i, j, 1, g);
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set_pixel(im, i, j, 0, b);
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set_pixel(im, i, j, 2, b);
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}
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}
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}
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@ -429,7 +455,7 @@ image grayscale_image(image im)
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assert(im.c == 3);
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int i, j, k;
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image gray = make_image(im.w, im.h, im.c);
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float scale[] = {0.114, 0.587, 0.299};
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float scale[] = {0.587, 0.299, 0.114};
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for(k = 0; k < im.c; ++k){
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for(j = 0; j < im.h; ++j){
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for(i = 0; i < im.w; ++i){
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@ -497,21 +523,21 @@ void saturate_exposure_image(image im, float sat, float exposure)
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}
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/*
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image saturate_image(image im, float sat)
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{
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image gray = grayscale_image(im);
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image blend = blend_image(im, gray, sat);
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free_image(gray);
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constrain_image(blend);
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return blend;
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}
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image saturate_image(image im, float sat)
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{
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image gray = grayscale_image(im);
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image blend = blend_image(im, gray, sat);
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free_image(gray);
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constrain_image(blend);
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return blend;
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}
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image brightness_image(image im, float b)
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{
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image bright = make_image(im.w, im.h, im.c);
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return bright;
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}
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*/
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image brightness_image(image im, float b)
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{
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image bright = make_image(im.w, im.h, im.c);
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return bright;
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}
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*/
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float billinear_interpolate(image im, float x, float y, int c)
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{
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@ -550,7 +576,7 @@ image resize_image(image im, int w, int h)
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void test_resize(char *filename)
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{
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image im = load_image(filename, 0,0);
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image im = load_image(filename, 0,0, 3);
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image small = resize_image(im, 65, 63);
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image big = resize_image(im, 513, 512);
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image crop = crop_image(im, 50, 10, 100, 100);
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@ -562,11 +588,12 @@ void test_resize(char *filename)
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image sat2 = copy_image(im);
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saturate_image(sat2, 2);
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exposure_image(sat2, 2);
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image sat5 = copy_image(im);
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saturate_image(sat5, 2);
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exposure_image(sat5, .5);
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saturate_image(sat5, 5);
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image sat10 = copy_image(im);
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saturate_image(sat10, 10);
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image exp2 = copy_image(im);
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saturate_image(exp2, .5);
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@ -580,8 +607,7 @@ void test_resize(char *filename)
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show_image(gray, "gray");
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show_image(sat2, "sat2");
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show_image(sat5, "sat5");
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show_image(exp2, "exp2");
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show_image(exp5, "exp5");
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show_image(sat10, "sat10");
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/*
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show_image(small, "smaller");
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show_image(big, "bigger");
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@ -591,44 +617,100 @@ void test_resize(char *filename)
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show_image(rot2, "rot2");
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show_image(test, "test");
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*/
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#ifdef OPENCV
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cvWaitKey(0);
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#endif
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}
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#ifdef OPENCV
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image ipl_to_image(IplImage* src)
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{
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unsigned char *data = (unsigned char *)src->imageData;
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int h = src->height;
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int w = src->width;
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int c = src->nChannels;
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int step = src->widthStep;
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image out = make_image(w, h, c);
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int i, j, k, count=0;;
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for(k= 0; k < c; ++k){
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for(i = 0; i < h; ++i){
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for(j = 0; j < w; ++j){
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out.data[count++] = data[i*step + j*c + k]/255.;
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}
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}
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}
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return out;
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}
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image load_image_cv(char *filename, int channels)
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{
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IplImage* src = 0;
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int flag = -1;
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if (channels == 0) flag = -1;
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else if (channels == 1) flag = 0;
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else if (channels == 3) flag = 1;
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else {
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fprintf(stderr, "OpenCV can't force load with %d channels\n", channels);
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}
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if( (src = cvLoadImage(filename, flag)) == 0 )
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{
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printf("Cannot load file image %s\n", filename);
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exit(0);
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}
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image out = ipl_to_image(src);
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cvReleaseImage(&src);
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rgbgr_image(out);
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return out;
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}
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#endif
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image load_image_stb(char *filename, int channels)
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{
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int w, h, c;
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unsigned char *data = stbi_load(filename, &w, &h, &c, channels);
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if (!data) {
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printf("Cannot load file image %s\n", filename);
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exit(0);
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}
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if(channels) c = channels;
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int i,j,k;
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image im = make_image(w, h, c);
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for(k = 0; k < c; ++k){
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for(j = 0; j < h; ++j){
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for(i = 0; i < w; ++i){
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int dst_index = i + w*j + w*h*k;
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int src_index = k + c*i + c*w*j;
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im.data[dst_index] = (float)data[src_index]/255.;
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}
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}
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}
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free(data);
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return im;
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}
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image load_image(char *filename, int w, int h, int c)
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{
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#ifdef OPENCV
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image out = load_image_cv(filename, c);
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#else
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image out = load_image_stb(filename, c);
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#endif
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if((h && w) && (h != out.h || w != out.w)){
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image resized = resize_image(out, w, h);
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free_image(out);
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out = resized;
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}
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return out;
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}
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image load_image_color(char *filename, int w, int h)
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{
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IplImage* src = 0;
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if( (src = cvLoadImage(filename, 1)) == 0 )
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{
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printf("Cannot load file image %s\n", filename);
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exit(0);
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}
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image out = ipl_to_image(src);
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cvReleaseImage(&src);
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if((h && w) && (h != out.h || w != out.w)){
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//printf("resize\n");
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image resized = resize_image(out, w, h);
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free_image(out);
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out = resized;
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}
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return out;
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}
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image load_image(char *filename, int w, int h)
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{
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IplImage* src = 0;
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if( (src = cvLoadImage(filename,-1)) == 0 )
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{
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printf("Cannot load file image %s\n", filename);
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exit(0);
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}
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image out = ipl_to_image(src);
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if((h && w) && (h != out.h || w != out.w)){
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image resized = resize_image(out, w, h);
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free_image(out);
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out = resized;
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}
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cvReleaseImage(&src);
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return out;
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return load_image(filename, w, h, 3);
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}
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image get_image_layer(image m, int l)
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