From 481b57a96a9ef29b112caec1bb3e17ffb043ceae Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sun, 25 Sep 2016 06:12:54 +0000
Subject: [PATCH] So I have this new programming paradigm.......

---
 cfg/yolo.cfg |  213 +++++++++++++++++++++++++++++++++--------------------
 1 files changed, 133 insertions(+), 80 deletions(-)

diff --git a/cfg/yolo.cfg b/cfg/yolo.cfg
index ba44c4d..c4f415c 100644
--- a/cfg/yolo.cfg
+++ b/cfg/yolo.cfg
@@ -1,204 +1,257 @@
 [net]
-batch=64
-subdivisions=2
+batch=1
+subdivisions=1
 height=448
 width=448
 channels=3
-learning_rate=0.01
 momentum=0.9
 decay=0.0005
+saturation=1.5
+exposure=1.5
+hue=.1
 
-[crop]
-crop_width=448
-crop_height=448
-flip=0
-angle=0
-saturation = 2
-exposure = 2
+learning_rate=0.0005
+policy=steps
+steps=200,400,600,20000,30000
+scales=2.5,2,2,.1,.1
+max_batches = 40000
 
 [convolutional]
+batch_normalize=1
 filters=64
 size=7
 stride=2
 pad=1
-activation=ramp
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=192
 size=3
-stride=2
+stride=1
 pad=1
-activation=ramp
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=128
 size=1
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=256
 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
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
 stride=2
-pad=1
-activation=ramp
 
 [convolutional]
-filters=128
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=256
-size=3
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=128
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=512
-size=3
-stride=2
-pad=1
-activation=ramp
-
-[convolutional]
+batch_normalize=1
 filters=256
 size=1
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=1
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=1
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=1
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=1024
-size=3
-stride=2
-pad=1
-activation=ramp
-
-[convolutional]
+batch_normalize=1
 filters=512
 size=1
 stride=1
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
 pad=1
-activation=ramp
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
 
 [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
+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
 filters=1024
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 size=3
 stride=2
 pad=1
 filters=1024
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 size=3
 stride=1
 pad=1
 filters=1024
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 size=3
 stride=1
 pad=1
 filters=1024
-activation=ramp
+activation=leaky
 
-[connected]
-output=4096
-activation=ramp
+[local]
+size=3
+stride=1
+pad=1
+filters=256
+activation=leaky
 
 [dropout]
 probability=.5
 
 [connected]
-output=1225
-activation=logistic
+output= 1715
+activation=linear
 
 [detection]
 classes=20
 coords=4
-rescore=0
-joint=0
-objectness=1
+rescore=1
+side=7
+num=3
+softmax=0
+sqrt=1
+jitter=.2
+
+object_scale=1
+noobject_scale=.5
+class_scale=1
+coord_scale=5
 

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