From c53e03348c65462bcba33f6352087dd6b9268e8f Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Wed, 16 Sep 2015 21:12:10 +0000
Subject: [PATCH] yolo working w/ regions

---
 cfg/darknet.cfg |   24 +++++++++++++-----------
 1 files changed, 13 insertions(+), 11 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index f52ff3f..64aab1e 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -1,15 +1,17 @@
 [net]
-batch=128
+batch=256
 subdivisions=1
 height=256
 width=256
 channels=3
 momentum=0.9
 decay=0.0005
+
 learning_rate=0.01
-policy=poly
-power=.5
-max_batches=600000
+policy=step
+scale=.1
+step=100000
+max_batches=400000
 
 [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]
@@ -99,7 +101,7 @@
 
 [connected]
 output=1000
-activation=linear
+activation=leaky
 
 [softmax]
 

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