From f9ecf6fd3f0df305d7103ecc3f15b23bba260baf Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Mon, 21 May 2018 23:37:52 +0000
Subject: [PATCH] For Release build - equality check: output of [convolutional] == input of [yolo].

---
 src/detector.c |   63 ++++++-------------------------
 1 files changed, 13 insertions(+), 50 deletions(-)

diff --git a/src/detector.c b/src/detector.c
index bbe60cf..6150df4 100644
--- a/src/detector.c
+++ b/src/detector.c
@@ -36,17 +36,6 @@
 
 static int coco_ids[] = {1,2,3,4,5,6,7,8,9,10,11,13,14,15,16,17,18,19,20,21,22,23,24,25,27,28,31,32,33,34,35,36,37,38,39,40,41,42,43,44,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,67,70,72,73,74,75,76,77,78,79,80,81,82,84,85,86,87,88,89,90};
 
-void replace_image_to_label(char *input_path, char *output_path) {
-	find_replace(input_path, "images", "labels", output_path);
-	find_replace(output_path, "JPEGImages", "labels", output_path);
-	find_replace(output_path, ".jpg", ".txt", output_path);
-	find_replace(output_path, ".png", ".txt", output_path);
-	find_replace(output_path, ".bmp", ".txt", output_path);
-	find_replace(output_path, ".JPG", ".txt", output_path);
-	find_replace(output_path, ".JPEG", ".txt", output_path);
-	find_replace(output_path, ".ppm", ".txt", output_path);
-}
-
 void train_detector(char *datacfg, char *cfgfile, char *weightfile, int *gpus, int ngpus, int clear, int dont_show)
 {
     list *options = read_data_cfg(datacfg);
@@ -140,9 +129,15 @@
 			//int dim = (rand() % 12 + (init_w/32 - 5)) * 32;	// +-160
             //int dim = (rand() % 4 + 16) * 32;
 			//if (get_current_batch(net)+100 > net.max_batches) dim = 544;
-			int random_val = rand() % 12;
-			int dim_w = (random_val + (init_w / 32 - 5)) * 32;	// +-160
-			int dim_h = (random_val + (init_h / 32 - 5)) * 32;	// +-160
+			
+			//int random_val = rand() % 12;
+			//int dim_w = (random_val + (init_w / 32 - 5)) * 32;	// +-160
+			//int dim_h = (random_val + (init_h / 32 - 5)) * 32;	// +-160
+
+			float random_val = rand_scale(1.4);	// *x or /x
+			int dim_w = roundl(random_val*init_w / 32) * 32;
+			int dim_h = roundl(random_val*init_h / 32) * 32;
+
 			if (dim_w < 32) dim_w = 32;
 			if (dim_h < 32) dim_h = 32;
 
@@ -486,14 +481,6 @@
 
 		char labelpath[4096];
 		replace_image_to_label(path, labelpath);
-		//find_replace(path, "images", "labels", labelpath);
-		//find_replace(labelpath, "JPEGImages", "labels", labelpath);
-		//find_replace(labelpath, ".jpg", ".txt", labelpath);
-		//find_replace(labelpath, ".png", ".txt", labelpath);
-		//find_replace(labelpath, ".bmp", ".txt", labelpath);
-		//find_replace(labelpath, ".JPG", ".txt", labelpath);
-		//find_replace(labelpath, ".JPEG", ".txt", labelpath);
-		//find_replace(labelpath, ".ppm", ".txt", labelpath);
 
 		int num_labels = 0;
 		box_label *truth = read_boxes(labelpath, &num_labels);
@@ -645,14 +632,6 @@
 
 			char labelpath[4096];
 			replace_image_to_label(path, labelpath);
-			//find_replace(path, "images", "labels", labelpath);
-			//find_replace(labelpath, "JPEGImages", "labels", labelpath);
-			//find_replace(labelpath, ".jpg", ".txt", labelpath);
-			//find_replace(labelpath, ".png", ".txt", labelpath);
-			//find_replace(labelpath, ".bmp", ".txt", labelpath);
-			//find_replace(labelpath, ".JPG", ".txt", labelpath);
-			//find_replace(labelpath, ".JPEG", ".txt", labelpath);
-			//find_replace(labelpath, ".ppm", ".txt", labelpath);
 			int num_labels = 0;
 			box_label *truth = read_boxes(labelpath, &num_labels);
 			int i, j;
@@ -668,11 +647,8 @@
 				char *path_dif = paths_dif[image_index];
 
 				char labelpath_dif[4096];
-				find_replace(path_dif, "images", "labels", labelpath_dif);
-				find_replace(labelpath_dif, "JPEGImages", "labels", labelpath_dif);
-				find_replace(labelpath_dif, ".jpg", ".txt", labelpath_dif);
-				find_replace(labelpath_dif, ".JPEG", ".txt", labelpath_dif);
-				find_replace(labelpath_dif, ".png", ".txt", labelpath_dif);				
+				replace_image_to_label(path_dif, labelpath_dif);
+			
 				truth_dif = read_boxes(labelpath_dif, &num_labels_dif);
 			}
 
@@ -910,14 +886,7 @@
 		char *path = paths[i];
 		char labelpath[4096];
 		replace_image_to_label(path, labelpath);
-		//find_replace(path, "images", "labels", labelpath);
-		//find_replace(labelpath, "JPEGImages", "labels", labelpath);
-		//find_replace(labelpath, ".jpg", ".txt", labelpath);
-		//find_replace(labelpath, ".png", ".txt", labelpath);
-		//find_replace(labelpath, ".bmp", ".txt", labelpath);
-		//find_replace(labelpath, ".JPG", ".txt", labelpath);
-		//find_replace(labelpath, ".JPEG", ".txt", labelpath);
-		//find_replace(labelpath, ".ppm", ".txt", labelpath);
+
 		int num_labels = 0;
 		box_label *truth = read_boxes(labelpath, &num_labels);
 		//printf(" new path: %s \n", labelpath);
@@ -1133,12 +1102,6 @@
 		{
 			char labelpath[4096];
 			replace_image_to_label(input, labelpath);
-			//find_replace(input, ".jpg", ".txt", labelpath);
-			//find_replace(labelpath, ".png", ".txt", labelpath);
-			//find_replace(labelpath, ".bmp", ".txt", labelpath);
-			//find_replace(labelpath, ".JPG", ".txt", labelpath);
-			//find_replace(labelpath, ".JPEG", ".txt", labelpath);
-			//find_replace(labelpath, ".ppm", ".txt", labelpath);
 
 			FILE* fw = fopen(labelpath, "wb");
 			int i;
@@ -1261,7 +1224,7 @@
 			if(strlen(filename) > 0)
 				if (filename[strlen(filename) - 1] == 0x0d) filename[strlen(filename) - 1] = 0;
         demo(cfg, weights, thresh, hier_thresh, cam_index, filename, names, classes, frame_skip, prefix, out_filename,
-			http_stream_port, dont_show);
+			http_stream_port, dont_show, ext_output);
     }
 	else printf(" There isn't such command: %s", argv[2]);
 }

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