From 0305fb4d99cf1efc7d4aa4d2ee2d65d54500d437 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 26 Nov 2015 19:48:01 +0000
Subject: [PATCH] Some changes

---
 cfg/darknet.cfg |   23 +++++++++++++----------
 1 files changed, 13 insertions(+), 10 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index f52ff3f..00e9c36 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -6,10 +6,12 @@
 channels=3
 momentum=0.9
 decay=0.0005
+
 learning_rate=0.01
-policy=poly
-power=.5
-max_batches=600000
+policy=sigmoid
+gamma=.00002
+step=400000
+max_batches=800000
 
 [crop]
 crop_height=224
@@ -27,7 +29,7 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
@@ -38,7 +40,7 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
@@ -49,7 +51,7 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
@@ -60,7 +62,7 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
@@ -71,7 +73,7 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
@@ -82,7 +84,7 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
@@ -99,9 +101,10 @@
 
 [connected]
 output=1000
-activation=linear
+activation=leaky
 
 [softmax]
+groups=1
 
 [cost]
 type=sse

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