From 9c2c220c88aff4d0bcbdd5b03b10c6d1a7db56d3 Mon Sep 17 00:00:00 2001
From: Edmond Yoo <hj3yoo@uwaterloo.ca>
Date: Sun, 16 Sep 2018 03:14:14 +0000
Subject: [PATCH] Moving files from MTGCardDetector #2

---
 cfg/yolo.cfg |  265 ++++++++++++++++++++++++++---------------------------
 1 files changed, 130 insertions(+), 135 deletions(-)

diff --git a/cfg/yolo.cfg b/cfg/yolo.cfg
index 6876eff..7001dfa 100644
--- a/cfg/yolo.cfg
+++ b/cfg/yolo.cfg
@@ -1,42 +1,30 @@
 [net]
-batch=64
-subdivisions=2
-height=448
-width=448
+# Testing
+batch=1
+subdivisions=1
+# Training
+# batch=64
+# subdivisions=8
+height=416
+width=416
 channels=3
 momentum=0.9
 decay=0.0005
-
-learning_rate=0.0005
-policy=steps
-steps=200,400,600,20000,30000
-scales=2.5,2,2,.1,.1
-max_batches = 40000
-
-[crop]
-crop_width=448
-crop_height=448
-flip=0
 angle=0
 saturation = 1.5
 exposure = 1.5
-noadjust=1
+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=64
-size=7
-stride=2
-pad=1
-activation=leaky
-
-[maxpool]
-size=2
-stride=2
-
-[convolutional]
-batch_normalize=1
-filters=192
+filters=32
 size=3
 stride=1
 pad=1
@@ -48,6 +36,54 @@
 
 [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
@@ -62,6 +98,34 @@
 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
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -84,88 +148,12 @@
 
 [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
-
-[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
-
-[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
 
-[maxpool]
-size=2
-stride=2
-
 [convolutional]
 batch_normalize=1
 filters=512
@@ -198,6 +186,7 @@
 pad=1
 activation=leaky
 
+
 #######
 
 [convolutional]
@@ -211,10 +200,27 @@
 [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
-filters=1024
-activation=leaky
+
+[route]
+layers=-1,-4
 
 [convolutional]
 batch_normalize=1
@@ -225,39 +231,28 @@
 activation=leaky
 
 [convolutional]
-batch_normalize=1
-size=3
+size=1
 stride=1
 pad=1
-filters=1024
-activation=leaky
-
-[local]
-size=3
-stride=1
-pad=1
-filters=256
-activation=leaky
-
-[dropout]
-probability=.5
-
-[connected]
-output= 1715
+filters=425
 activation=linear
 
-[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
+num=5
+softmax=1
+jitter=.3
 rescore=1
-side=7
-num=3
-softmax=0
-sqrt=1
-jitter=.2
 
-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=1

--
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