From 4cf4a89f05c671041c217a724fc9b4b026eb9de9 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Fri, 01 Jun 2018 21:33:17 +0000
Subject: [PATCH] Minor fix

---
 src/detector.c |   54 ++++++++++++++++++++++++++++++++++++++++++------------
 1 files changed, 42 insertions(+), 12 deletions(-)

diff --git a/src/detector.c b/src/detector.c
index 6150df4..202fbf9 100644
--- a/src/detector.c
+++ b/src/detector.c
@@ -1,8 +1,3 @@
-#ifdef _DEBUG
-#include <stdlib.h> 
-#include <crtdbg.h>  
-#endif
-
 #include "network.h"
 #include "region_layer.h"
 #include "cost_layer.h"
@@ -92,7 +87,8 @@
     load_args args = {0};
     args.w = net.w;
     args.h = net.h;
-    args.paths = paths;
+	args.c = net.c;
+	args.paths = paths;
     args.n = imgs;
     args.m = plist->size;
     args.classes = classes;
@@ -194,7 +190,7 @@
         avg_loss = avg_loss*.9 + loss*.1;
 
         i = get_current_batch(net);
-        printf("\n %d: %f, %f avg, %f rate, %lf seconds, %d images\n", get_current_batch(net), loss, avg_loss, get_current_rate(net), (what_time_is_it_now()-time), i*imgs);
+        printf("\n %d: %f, %f avg loss, %f rate, %lf seconds, %d images\n", get_current_batch(net), loss, avg_loss, get_current_rate(net), (what_time_is_it_now()-time), i*imgs);
 
 #ifdef OPENCV
 		if(!dont_show)
@@ -221,8 +217,25 @@
     sprintf(buff, "%s/%s_final.weights", backup_directory, base);
     save_weights(net, buff);
 
-	//cvReleaseImage(&img);
-	//cvDestroyAllWindows();
+#ifdef OPENCV
+	cvReleaseImage(&img);
+	cvDestroyAllWindows();
+#endif
+
+	// free memory
+	pthread_join(load_thread, 0);
+	free_data(buffer);
+
+	free(base);
+	free(paths);
+	free_list_contents(plist);
+	free_list(plist);
+
+	free_list_contents_kvp(options);
+	free_list(options);
+
+	free(nets);
+	free_network(net);
 }
 
 
@@ -376,6 +389,7 @@
 	load_args args = { 0 };
 	args.w = net.w;
 	args.h = net.h;
+	args.c = net.c;
 	args.type = IMAGE_DATA;
 	//args.type = LETTERBOX_DATA;
 
@@ -470,7 +484,7 @@
 
 	for (i = 0; i < m; ++i) {
 		char *path = paths[i];
-		image orig = load_image_color(path, 0, 0);
+		image orig = load_image(path, 0, 0, net.c);
 		image sized = resize_image(orig, net.w, net.h);
 		char *id = basecfg(path);
 		network_predict(net, sized.data);
@@ -542,6 +556,7 @@
 	char *mapf = option_find_str(options, "map", 0);
 	int *map = 0;
 	if (mapf) map = read_map(mapf);
+	FILE* reinforcement_fd = NULL;
 
 	network net = parse_network_cfg_custom(cfgfile, 1);	// set batch=1
 	if (weightfile) {
@@ -582,6 +597,7 @@
 	load_args args = { 0 };
 	args.w = net.w;
 	args.h = net.h;
+	args.c = net.c;
 	args.type = IMAGE_DATA;
 	//args.type = LETTERBOX_DATA;
 
@@ -720,9 +736,18 @@
 					}
 				}
 			}
-			
+				
 			unique_truth_count += num_labels;
 
+			//static int previous_errors = 0;
+			//int total_errors = fp_for_thresh + (unique_truth_count - tp_for_thresh);
+			//int errors_in_this_image = total_errors - previous_errors;
+			//previous_errors = total_errors;
+			//if(reinforcement_fd == NULL) reinforcement_fd = fopen("reinforcement.txt", "wb");
+			//char buff[1000];
+			//sprintf(buff, "%s\n", path);
+			//if(errors_in_this_image > 0) fwrite(buff, sizeof(char), strlen(buff), reinforcement_fd);
+
 			free_detections(dets, nboxes);
 			free(id);
 			free_image(val[t]);
@@ -843,6 +868,7 @@
 	free(truth_classes_count);
 
 	fprintf(stderr, "Total Detection Time: %f Seconds\n", (double)(time(0) - start));
+	if (reinforcement_fd != NULL) fclose(reinforcement_fd);
 }
 
 #ifdef OPENCV
@@ -1070,7 +1096,7 @@
             if(!input) return;
             strtok(input, "\n");
         }
-        image im = load_image_color(input,0,0);
+        image im = load_image(input,0,0,net.c);
 		int letterbox = 0;
         //image sized = resize_image(im, net.w, net.h);
 		image sized = letterbox_image(im, net.w, net.h); letterbox = 1;
@@ -1139,6 +1165,7 @@
 
 	// free memory
 	free_ptrs(names, net.layers[net.n - 1].classes);
+	free_list_contents_kvp(options);
 	free_list(options);
 
 	int i;
@@ -1225,6 +1252,9 @@
 				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, ext_output);
+
+		free_list_contents_kvp(options);
+		free_list(options);
     }
 	else printf(" There isn't such command: %s", argv[2]);
 }

--
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