From ae9fb2abbd8e2b7e079b56bf1cf39754d7c091ac Mon Sep 17 00:00:00 2001
From: Nadeen Udantha <udanthan@gmail.com>
Date: Fri, 18 May 2018 08:49:19 +0000
Subject: [PATCH] ojbects -> objects

---
 src/yolo_layer.c |    9 +++++----
 1 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/src/yolo_layer.c b/src/yolo_layer.c
index ad62426..e37c175 100644
--- a/src/yolo_layer.c
+++ b/src/yolo_layer.c
@@ -55,7 +55,7 @@
     l.delta_gpu = cuda_make_array(l.delta, batch*l.outputs);
 #endif
 
-    fprintf(stderr, "detection\n");
+    fprintf(stderr, "yolo\n");
     srand(0);
 
     return l;
@@ -121,12 +121,13 @@
 	if (focal_loss) {
 		// Focal Loss
 		float alpha = 0.5;	// 0.25 or 0.5
-							//float gamma = 2;	// hardcoded in many places of the grad-formula	
+		//float gamma = 2;	// hardcoded in many places of the grad-formula	
 
 		int ti = index + stride*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 + stride*n] = (((n == class_id) ? 1 : 0) - output[index + stride*n]);

--
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