diff --git a/build/darknet/x64/partial.cmd b/build/darknet/x64/partial.cmd
index de63ee6e..9b12bae8 100644
--- a/build/darknet/x64/partial.cmd
+++ b/build/darknet/x64/partial.cmd
@@ -15,6 +15,9 @@ darknet.exe partial cfg/yolov2-tiny.cfg yolov2-tiny.weights yolov2-tiny.conv.13
 darknet.exe partial cfg/yolo-voc.cfg yolo-voc.weights yolo-voc.conv.23 23
 
 
+darknet.exe partial cfg/yolov2.cfg yolov2.weights yolov2.conv.23 23
+
+
 darknet.exe partial cfg/yolo9000.cfg yolo9000.weights yolo9000.conv.22 22
 
 
diff --git a/src/data.c b/src/data.c
index abdb0433..a9dba1dd 100644
--- a/src/data.c
+++ b/src/data.c
@@ -302,6 +302,7 @@ void fill_truth_detection(char *path, int num_boxes, float *truth, int classes,
     find_replace(labelpath, "raw", "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);
     int count = 0;
diff --git a/src/detector.c b/src/detector.c
index 13fb5b48..766819f1 100644
--- a/src/detector.c
+++ b/src/detector.c
@@ -460,6 +460,9 @@ void validate_detector_recall(char *datacfg, char *cfgfile, char *weightfile)
 		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);
 
 		int num_labels = 0;
@@ -484,7 +487,7 @@ void validate_detector_recall(char *datacfg, char *cfgfile, char *weightfile)
 				++correct;
 			}
 		}
-		fprintf(stderr, " %s - %s - ", paths[i], labelpath);
+		//fprintf(stderr, " %s - %s - ", paths[i], labelpath);
 		fprintf(stderr, "%5d %5d %5d\tRPs/Img: %.2f\tIOU: %.2f%%\tRecall:%.2f%%\n", i, correct, total, (float)proposals / (i + 1), avg_iou * 100 / total, 100.*correct / total);
 		free(id);
 		free_image(orig);
@@ -614,8 +617,10 @@ void validate_detector_map(char *datacfg, char *cfgfile, char *weightfile, float
 			find_replace(path, "images", "labels", labelpath);
 			find_replace(labelpath, "JPEGImages", "labels", labelpath);
 			find_replace(labelpath, ".jpg", ".txt", labelpath);
-			find_replace(labelpath, ".JPEG", ".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);
 			int num_labels = 0;
 			box_label *truth = read_boxes(labelpath, &num_labels);
 			int i, j;
@@ -861,8 +866,10 @@ void calc_anchors(char *datacfg, int num_of_clusters, int width, int height, int
 		find_replace(path, "images", "labels", labelpath);
 		find_replace(labelpath, "JPEGImages", "labels", labelpath);
 		find_replace(labelpath, ".jpg", ".txt", labelpath);
-		find_replace(labelpath, ".JPEG", ".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);
 		int num_labels = 0;
 		box_label *truth = read_boxes(labelpath, &num_labels);
 		//printf(" new path: %s \n", labelpath);