From c9b8bdee1886df5f83973d91c3597c28f99a9e0c Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Sun, 06 May 2018 18:51:31 +0000
Subject: [PATCH] Minor fix - what pip-packages are required for Python scripts

---
 src/region_layer.c |    7 ++++---
 1 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/region_layer.c b/src/region_layer.c
index d99636d..62c8b34 100644
--- a/src/region_layer.c
+++ b/src/region_layer.c
@@ -136,8 +136,9 @@
 
 			int ti = index + class_id;
 			float pt = output[ti] + 0.000000000000001F;
-			//float grad = -(1 - pt) * (2 * pt*logf(pt) + pt - 1);	// http://blog.csdn.net/linmingan/article/details/77885832	
-			float grad = (1 - pt) * (2 * pt*logf(pt) + pt - 1);		// https://github.com/unsky/focal-loss
+			// http://fooplot.com/#W3sidHlwZSI6MCwiZXEiOiItKDEteCkqKDIqeCpsb2coeCkreC0xKSIsImNvbG9yIjoiIzAwMDAwMCJ9LHsidHlwZSI6MTAwMH1d
+			float grad = -(1 - pt) * (2 * pt*logf(pt) + pt - 1);	// http://blog.csdn.net/linmingan/article/details/77885832	
+			//float grad = (1 - pt) * (2 * pt*logf(pt) + pt - 1);	// https://github.com/unsky/focal-loss
 
 			for (n = 0; n < classes; ++n) {
 				delta[index + n] = scale * (((n == class_id) ? 1 : 0) - output[index + n]);
@@ -544,7 +545,7 @@
 			int class_index = entry_index(l, 0, n*l.w*l.h + i, l.coords + !l.background);
 			if (l.softmax_tree) {
 
-				hierarchy_predictions(predictions + class_index, l.classes, l.softmax_tree, 0, l.w*l.h);
+				hierarchy_predictions(predictions + class_index, l.classes, l.softmax_tree, 0);// , l.w*l.h);
 				if (map) {
 					for (j = 0; j < 200; ++j) {
 						int class_index = entry_index(l, 0, n*l.w*l.h + i, l.coords + 1 + map[j]);

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