From 0222895c0697b5158b05d3bbe01f0a88a3ccd576 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sun, 27 Nov 2016 04:08:16 +0000
Subject: [PATCH] :crossed_swords: IS THIS NOT WHY YOU ARE HERE :crossed_swords:

---
 cfg/yolo-tiny.cfg |   80 ++++++++++++++++++---------------------
 1 files changed, 37 insertions(+), 43 deletions(-)

diff --git a/cfg/yolo-tiny.cfg b/cfg/yolo-tiny.cfg
index c72ed9b..5580098 100644
--- a/cfg/yolo-tiny.cfg
+++ b/cfg/yolo-tiny.cfg
@@ -1,27 +1,24 @@
 [net]
 batch=64
-subdivisions=64
-height=448
-width=448
+subdivisions=8
+width=416
+height=416
 channels=3
 momentum=0.9
 decay=0.0005
-
-learning_rate=0.0001
-policy=steps
-steps=20,40,60,80,20000,30000
-scales=5,5,2,2,.1,.1
-max_batches = 40000
-
-[crop]
-crop_width=448
-crop_height=448
-flip=0
 angle=0
 saturation = 1.5
 exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+max_batches = 120000
+policy=steps
+steps=-1,100,80000,100000
+scales=.1,10,.1,.1
 
 [convolutional]
+batch_normalize=1
 filters=16
 size=3
 stride=1
@@ -33,6 +30,7 @@
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=32
 size=3
 stride=1
@@ -44,6 +42,7 @@
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=64
 size=3
 stride=1
@@ -55,6 +54,7 @@
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=128
 size=3
 stride=1
@@ -66,6 +66,7 @@
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=3
 stride=1
@@ -77,6 +78,7 @@
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
@@ -85,56 +87,48 @@
 
 [maxpool]
 size=2
-stride=2
+stride=1
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
 pad=1
 activation=leaky
 
+###########
+
 [convolutional]
-filters=1024
+batch_normalize=1
 size=3
 stride=1
 pad=1
+filters=1024
 activation=leaky
 
 [convolutional]
-filters=1024
-size=3
+size=1
 stride=1
 pad=1
-activation=leaky
-
-[connected]
-output=256
+filters=425
 activation=linear
 
-[connected]
-output=4096
-activation=leaky
-
-[dropout]
-probability=.5
-
-[connected]
-output= 1470
-activation=linear
-
-[detection]
-classes=20
+[region]
+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=1

--
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