From adfafa6ab34ebde2001d9c5d8b5f0ace22bcdede Mon Sep 17 00:00:00 2001
From: Alexey <AlexeyAB@users.noreply.github.com>
Date: Wed, 05 Apr 2017 11:08:13 +0000
Subject: [PATCH] Update Readme.md - fix

---
 cfg/yolo.cfg |  275 ++++++++++++++++++++++++++++--------------------------
 1 files changed, 142 insertions(+), 133 deletions(-)

diff --git a/cfg/yolo.cfg b/cfg/yolo.cfg
index ee16726..fda339a 100644
--- a/cfg/yolo.cfg
+++ b/cfg/yolo.cfg
@@ -1,39 +1,25 @@
 [net]
-batch=64
-subdivisions=2
-height=448
-width=448
+batch=1
+subdivisions=1
+width=416
+height=416
 channels=3
 momentum=0.9
 decay=0.0005
-
-learning_rate=0.001
-policy=steps
-steps=100,200,300,400,500,600,700,20000,30000
-scales=2,2,1.25,1.25,1.25,1.25,1.03,.1,.1
-max_batches = 40000
-
-[crop]
-crop_width=448
-crop_height=448
-flip=0
 angle=0
 saturation = 1.5
 exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+max_batches = 120000
+policy=steps
+steps=-1,100,80000,100000
+scales=.1,10,.1,.1
 
 [convolutional]
-filters=64
-size=7
-stride=2
-pad=1
-activation=leaky
-
-[maxpool]
-size=2
-stride=2
-
-[convolutional]
-filters=192
+batch_normalize=1
+filters=32
 size=3
 stride=1
 pad=1
@@ -44,6 +30,55 @@
 stride=2
 
 [convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
 filters=128
 size=1
 stride=1
@@ -51,13 +86,27 @@
 activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=3
 stride=1
 pad=1
 activation=leaky
 
+[maxpool]
+size=2
+stride=2
+
 [convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
 filters=256
 size=1
 stride=1
@@ -65,6 +114,23 @@
 activation=leaky
 
 [convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
@@ -76,87 +142,7 @@
 stride=2
 
 [convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=512
-size=1
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
-filters=1024
-size=3
-stride=1
-pad=1
-activation=leaky
-
-[maxpool]
-size=2
-stride=2
-
-[convolutional]
-filters=512
-size=1
-stride=1
-pad=1
-activation=leaky
-
-[convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
@@ -164,6 +150,7 @@
 activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=1
 stride=1
@@ -171,15 +158,34 @@
 activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
 pad=1
 activation=leaky
 
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+
 #######
 
 [convolutional]
+batch_normalize=1
 size=3
 stride=1
 pad=1
@@ -187,13 +193,24 @@
 activation=leaky
 
 [convolutional]
+batch_normalize=1
 size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[route]
+layers=-9
+
+[reorg]
 stride=2
-pad=1
-filters=1024
-activation=leaky
+
+[route]
+layers=-1,-3
 
 [convolutional]
+batch_normalize=1
 size=3
 stride=1
 pad=1
@@ -201,35 +218,27 @@
 activation=leaky
 
 [convolutional]
-size=3
+size=1
 stride=1
 pad=1
-filters=1024
-activation=leaky
-
-[connected]
-output=4096
-activation=leaky
-
-[dropout]
-probability=.5
-
-[connected]
-output= 1470
+filters=425
 activation=linear
 
 [region]
-classes=20
+anchors = 0.738768,0.874946,  2.42204,2.65704,  4.30971,7.04493,  10.246,4.59428,  12.6868,11.8741
+bias_match=1
+classes=80
 coords=4
-rescore=1
-side=7
-num=2
-softmax=0
-sqrt=1
+num=5
+softmax=1
 jitter=.2
+rescore=1
 
-object_scale=1
-noobject_scale=.5
+object_scale=5
+noobject_scale=1
 class_scale=1
-coord_scale=5
+coord_scale=1
 
+absolute=1
+thresh = .6
+random=0

--
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