From f606b5456e4876da5f90e2902b2dff07516a03dc Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Wed, 22 Aug 2018 14:52:48 +0000
Subject: [PATCH] XNOR-net 21 FPS on CPU yolov2-tiny.cfg

---
 src/utils.c |  151 ++++++++++++++++++++++++++++++++++++++++++-------
 1 files changed, 128 insertions(+), 23 deletions(-)

diff --git a/src/utils.c b/src/utils.c
index f340a7e..14d647b 100644
--- a/src/utils.c
+++ b/src/utils.c
@@ -7,13 +7,24 @@
 #include <limits.h>
 #ifdef WIN32
 #include "unistd.h"
+#include "gettimeofday.h"
 #else
 #include <unistd.h>
+#include <sys/time.h>
 #endif
 #include "utils.h"
 
 #pragma warning(disable: 4996)
 
+double what_time_is_it_now()
+{
+    struct timeval time;
+    if (gettimeofday(&time, NULL)) {
+        return 0;
+    }
+    return (double)time.tv_sec + (double)time.tv_usec * .000001;
+}
+
 int *read_map(char *filename)
 {
     int n = 0;
@@ -46,7 +57,7 @@
     void *swp = calloc(1, size);
     for(i = 0; i < n-1; ++i){
         size_t j = i + rand()/(RAND_MAX / (n-i)+1);
-        memcpy(swp,			(char*)arr+(j*size), size);
+        memcpy(swp,            (char*)arr+(j*size), size);
         memcpy((char*)arr+(j*size), (char*)arr+(i*size), size);
         memcpy((char*)arr+(i*size), swp,          size);
     }
@@ -126,7 +137,7 @@
     {
         c = next+1;
     }
-	if(!next) while ((next = strchr(c, '\\'))) { c = next + 1; }
+    if(!next) while ((next = strchr(c, '\\'))) { c = next + 1; }
     c = copy_string(c);
     next = strchr(c, '.');
     if (next) *next = 0;
@@ -158,18 +169,85 @@
 
 void find_replace(char *str, char *orig, char *rep, char *output)
 {
-    char buffer[4096] = {0};
+    char *buffer = calloc(8192, sizeof(char));
     char *p;
 
     sprintf(buffer, "%s", str);
     if(!(p = strstr(buffer, orig))){  // Is 'orig' even in 'str'?
         sprintf(output, "%s", str);
+        free(buffer);
         return;
     }
 
     *p = '\0';
 
     sprintf(output, "%s%s%s", buffer, rep, p+strlen(orig));
+    free(buffer);
+}
+
+void trim(char *str)
+{
+    char *buffer = calloc(8192, sizeof(char));
+    sprintf(buffer, "%s", str);
+
+    char *p = buffer;
+    while (*p == ' ' || *p == '\t') ++p;
+
+    char *end = p + strlen(p) - 1;
+    while (*end == ' ' || *end == '\t') {
+        *end = '\0';
+        --end;
+    }
+    sprintf(str, "%s", p);
+
+    free(buffer);
+}
+
+void find_replace_extension(char *str, char *orig, char *rep, char *output)
+{
+    char *buffer = calloc(8192, sizeof(char));
+
+    sprintf(buffer, "%s", str);
+    char *p = strstr(buffer, orig);
+    int offset = (p - buffer);
+    int chars_from_end = strlen(buffer) - offset;
+    if (!p || chars_from_end != strlen(orig)) {  // Is 'orig' even in 'str' AND is 'orig' found at the end of 'str'?
+        sprintf(output, "%s", str);
+        free(buffer);
+        return;
+    }
+
+    *p = '\0';
+    sprintf(output, "%s%s%s", buffer, rep, p + strlen(orig));
+    free(buffer);
+}
+
+void replace_image_to_label(char *input_path, char *output_path)
+{
+    find_replace(input_path, "/images/train2014/", "/labels/train2014/", output_path);    // COCO
+    find_replace(output_path, "/images/val2014/", "/labels/val2014/", output_path);        // COCO
+    find_replace(output_path, "/JPEGImages/", "/labels/", output_path);    // PascalVOC
+    find_replace(output_path, "\\images\\train2014\\", "\\labels\\train2014\\", output_path);    // COCO
+    find_replace(output_path, "\\images\\val2014\\", "\\labels\\val2014\\", output_path);        // COCO
+    find_replace(output_path, "\\JPEGImages\\", "\\labels\\", output_path);    // PascalVOC
+    //find_replace(output_path, "/images/", "/labels/", output_path);    // COCO
+    //find_replace(output_path, "/VOC2007/JPEGImages/", "/VOC2007/labels/", output_path);        // PascalVOC
+    //find_replace(output_path, "/VOC2012/JPEGImages/", "/VOC2012/labels/", output_path);        // PascalVOC
+
+    //find_replace(output_path, "/raw/", "/labels/", output_path);
+    trim(output_path);
+
+    // replace only ext of files
+    find_replace_extension(output_path, ".jpg", ".txt", output_path);
+    find_replace_extension(output_path, ".JPG", ".txt", output_path); // error
+    find_replace_extension(output_path, ".jpeg", ".txt", output_path);
+    find_replace_extension(output_path, ".JPEG", ".txt", output_path);
+    find_replace_extension(output_path, ".png", ".txt", output_path);
+    find_replace_extension(output_path, ".PNG", ".txt", output_path);
+    find_replace_extension(output_path, ".bmp", ".txt", output_path);
+    find_replace_extension(output_path, ".BMP", ".txt", output_path);
+    find_replace_extension(output_path, ".ppm", ".txt", output_path);
+    find_replace_extension(output_path, ".PPM", ".txt", output_path);
 }
 
 float sec(clock_t clocks)
@@ -197,19 +275,19 @@
 {
     perror(s);
     assert(0);
-    exit(-1);
+    exit(EXIT_FAILURE);
 }
 
 void malloc_error()
 {
     fprintf(stderr, "Malloc error\n");
-    exit(-1);
+    exit(EXIT_FAILURE);
 }
 
 void file_error(char *s)
 {
     fprintf(stderr, "Couldn't open file: %s\n", s);
-    exit(0);
+    exit(EXIT_FAILURE);
 }
 
 list *split_str(char *s, char delim)
@@ -234,12 +312,26 @@
     size_t offset = 0;
     for(i = 0; i < len; ++i){
         char c = s[i];
-        if(c==' '||c=='\t'||c=='\n'||c =='\r') ++offset;
+        if(c==' '||c=='\t'||c=='\n'||c =='\r'||c==0x0d||c==0x0a) ++offset;
         else s[i-offset] = c;
     }
     s[len-offset] = '\0';
 }
 
+
+void strip_args(char *s)
+{
+    size_t i;
+    size_t len = strlen(s);
+    size_t offset = 0;
+    for (i = 0; i < len; ++i) {
+        char c = s[i];
+        if (c == '\t' || c == '\n' || c == '\r' || c == 0x0d || c == 0x0a) ++offset;
+        else s[i - offset] = c;
+    }
+    s[len - offset] = '\0';
+}
+
 void strip_char(char *s, char bad)
 {
     size_t i;
@@ -286,7 +378,11 @@
         fgets(&line[curr], readsize, fp);
         curr = strlen(line);
     }
-    if(line[curr-1] == '\n') line[curr-1] = '\0';
+    if(curr >= 2)
+        if(line[curr-2] == 0x0d) line[curr-2] = 0x00;
+
+    if(curr >= 1)
+        if(line[curr-1] == 0x0a) line[curr-1] = 0x00;
 
     return line;
 }
@@ -504,7 +600,7 @@
     int i;
     float sum = 0;
     for(i = 0; i < n; ++i){
-        sum += a[i]*a[i];   
+        sum += a[i]*a[i];
     }
     return sqrt(sum);
 }
@@ -544,6 +640,15 @@
     return max_i;
 }
 
+int int_index(int *a, int val, int n)
+{
+    int i;
+    for (i = 0; i < n; ++i) {
+        if (a[i] == val) return i;
+    }
+    return -1;
+}
+
 int rand_int(int min, int max)
 {
     if (max < min){
@@ -590,7 +695,7 @@
 
 size_t rand_size_t()
 {
-    return  ((size_t)(rand()&0xff) << 56) | 
+    return  ((size_t)(rand()&0xff) << 56) |
             ((size_t)(rand()&0xff) << 48) |
             ((size_t)(rand()&0xff) << 40) |
             ((size_t)(rand()&0xff) << 32) |
@@ -608,7 +713,7 @@
         max = swap;
     }
     return ((float)rand()/RAND_MAX * (max - min)) + min;
-	//return (random_float() * (max - min)) + min;
+    //return (random_float() * (max - min)) + min;
 }
 
 float rand_scale(float s)
@@ -632,30 +737,30 @@
 
 unsigned int random_gen()
 {
-	unsigned int rnd = 0;
+    unsigned int rnd = 0;
 #ifdef WIN32
-	rand_s(&rnd);
+    rand_s(&rnd);
 #else
-	rnd = rand();
+    rnd = rand();
 #endif
-	return rnd;
+    return rnd;
 }
 
 float random_float()
 {
 #ifdef WIN32
-	return ((float)random_gen() / (float)UINT_MAX);
+    return ((float)random_gen() / (float)UINT_MAX);
 #else
-	return ((float)random_gen() / (float)RAND_MAX);
+    return ((float)random_gen() / (float)RAND_MAX);
 #endif
 }
 
 float rand_uniform_strong(float min, float max)
 {
-	if (max < min) {
-		float swap = min;
-		min = max;
-		max = swap;
-	}
-	return (random_float() * (max - min)) + min;
+    if (max < min) {
+        float swap = min;
+        min = max;
+        max = swap;
+    }
+    return (random_float() * (max - min)) + min;
 }
\ No newline at end of file

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