From 5d8e3526edb9c7df26a4430b5b294b221bab3cb2 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Sun, 03 Jun 2018 12:21:48 +0000
Subject: [PATCH] Fix for unreliable IP-cameras

---
 build/darknet/x64/resnet152_yolo.cfg |   32 ++++++++------------------------
 1 files changed, 8 insertions(+), 24 deletions(-)

diff --git a/build/darknet/x64/resnet152_yolo.cfg b/build/darknet/x64/resnet152_yolo.cfg
index 3249dcd..d766084 100644
--- a/build/darknet/x64/resnet152_yolo.cfg
+++ b/build/darknet/x64/resnet152_yolo.cfg
@@ -1,26 +1,21 @@
 [net]
 batch=64
-subdivisions=8
+subdivisions=32
 height=416
 width=416
 channels=3
 momentum=0.9
-decay=0.0001
-#decay=0.0005
+decay=0.0005
 angle=0
 saturation = 1.5
 exposure = 1.5
 hue=.1
 
-learning_rate=0.01
-max_batches = 90000
+learning_rate=0.0001
+max_batches = 45000
 policy=steps
-steps=60000,80000
-scales=.1,.1
-
-#learning_rate=0.0001
-#steps=100,25000,35000
-#scales=10,.1,.1
+steps=100,25000,35000
+scales=10,.1,.1
 
 [convolutional]
 batch_normalize=1
@@ -1436,7 +1431,7 @@
 [shortcut]
 from=-4
 activation=leaky
-stopbackward=1
+#stopbackward=1
 
 
 
@@ -1450,17 +1445,6 @@
 
 
 [convolutional]
-batch_normalize=1
-size=3
-stride=1
-pad=1
-filters=1024
-activation=leaky
-
-
-
-
-[convolutional]
 size=1
 stride=1
 pad=1
@@ -1477,7 +1461,7 @@
 softmax=1
 jitter=.3
 rescore=1
-focal_loss=1
+#focal_loss=1
 
 object_scale=5
 noobject_scale=1

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