From e0976bcb30fa50e6e33c701fc057a4e93935bccf Mon Sep 17 00:00:00 2001
From: Edmond Yoo <hj3yoo@uwaterloo.ca>
Date: Sat, 13 Oct 2018 06:17:09 +0000
Subject: [PATCH] Update README

---
 cfg/yolo.cfg |  385 +++++++++++++++++++++++++++++++-----------------------
 1 files changed, 219 insertions(+), 166 deletions(-)

diff --git a/cfg/yolo.cfg b/cfg/yolo.cfg
index 40f87c4..7001dfa 100644
--- a/cfg/yolo.cfg
+++ b/cfg/yolo.cfg
@@ -1,205 +1,258 @@
 [net]
-batch=64
-subdivisions=64
-height=448
-width=448
+# Testing
+batch=1
+subdivisions=1
+# Training
+# batch=64
+# subdivisions=8
+height=416
+width=416
 channels=3
-learning_rate=0.01
 momentum=0.9
 decay=0.0005
-seen = 0
-
-[crop]
-crop_width=448
-crop_height=448
-flip=0
 angle=0
-saturation = 2
-exposure = 2
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=1000
+max_batches = 500200
+policy=steps
+steps=400000,450000
+scales=.1,.1
 
 [convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
 filters=64
-size=7
-stride=2
-pad=1
-activation=ramp
-
-[convolutional]
-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=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
 pad=1
-activation=ramp
+activation=leaky
 
 [convolutional]
+batch_normalize=1
 filters=256
 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]
+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
+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=256
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=512
-size=3
-stride=1
-pad=1
-activation=ramp
-
-[convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=ramp
-
-[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
+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=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[route]
+layers=-9
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=1
+pad=1
+filters=64
+activation=leaky
+
+[reorg]
 stride=2
-pad=1
-activation=ramp
+
+[route]
+layers=-1,-4
 
 [convolutional]
-filters=512
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
 size=1
 stride=1
 pad=1
-activation=ramp
+filters=425
+activation=linear
 
-[convolutional]
-filters=1024
-size=3
-stride=1
-pad=1
-activation=ramp
 
-[convolutional]
-size=3
-stride=1
-pad=1
-filters=1024
-activation=ramp
-
-[convolutional]
-size=3
-stride=2
-pad=1
-filters=1024
-activation=ramp
-
-[convolutional]
-size=3
-stride=1
-pad=1
-filters=1024
-activation=ramp
-
-[convolutional]
-size=3
-stride=1
-pad=1
-filters=1024
-activation=ramp
-
-[connected]
-output=4096
-activation=ramp
-
-[dropout]
-probability=.5
-
-[connected]
-output=1225
-activation=logistic
-
-[detection]
-classes=20
+[region]
+anchors =  0.57273, 0.677385, 1.87446, 2.06253, 3.33843, 5.47434, 7.88282, 3.52778, 9.77052, 9.16828
+bias_match=1
+classes=80
 coords=4
-rescore=0
-joint=1
-objectness = 0
-background=0
+num=5
+softmax=1
+jitter=.3
+rescore=1
+
+object_scale=5
+noobject_scale=1
+class_scale=1
+coord_scale=1
+
+absolute=1
+thresh = .6
+random=1

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