From a6c51e3b758aee7fd3a6f1d37daa8dcad4891e52 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Thu, 08 Mar 2018 22:42:58 +0000
Subject: [PATCH] Fixes for small objects. And fixes of densenet201_yolo.cfg, resnet50_yolo.cfg, resnet152_yolo.cfg

---
 build/darknet/x64/resnet50_yolo.cfg |   32 ++++++--------------------------
 1 files changed, 6 insertions(+), 26 deletions(-)

diff --git a/build/darknet/x64/resnet50_yolo.cfg b/build/darknet/x64/resnet50_yolo.cfg
index 4a039dd..9a91193 100644
--- a/build/darknet/x64/resnet50_yolo.cfg
+++ b/build/darknet/x64/resnet50_yolo.cfg
@@ -1,18 +1,15 @@
 [net]
-# Training
 batch=64
-subdivisions=16
-
-# Testing
-#batch=1
-#subdivisions=1
-
+subdivisions=8
 height=416
 width=416
-#max_crop=448
 channels=3
 momentum=0.9
 decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
 
 learning_rate=0.0001
 max_batches = 45000
@@ -20,12 +17,6 @@
 steps=100,25000,35000
 scales=10,.1,.1
 
-angle=7
-hue=.1
-saturation=.75
-exposure=.75
-aspect=.75
-
 [convolutional]
 batch_normalize=1
 filters=64
@@ -488,7 +479,7 @@
 [shortcut]
 from=-4
 activation=leaky
-
+#stopbackward=1
 
 
 
@@ -502,17 +493,6 @@
 
 
 [convolutional]
-batch_normalize=1
-size=3
-stride=1
-pad=1
-filters=1024
-activation=leaky
-
-
-
-
-[convolutional]
 size=1
 stride=1
 pad=1

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