so much need to commit

cfg/darknet.cfg

@@ -1,27 +1,20 @@
 [net]
 batch=128
 subdivisions=1
-height=256
-width=256
+height=224
+width=224
 channels=3
 momentum=0.9
 decay=0.0005
+max_crop=320
 
-learning_rate=0.01
-policy=sigmoid
-gamma=.00002
-step=400000
-max_batches=800000
-
-[crop]
-crop_height=224
-crop_width=224
-flip=1
-angle=0
-saturation=1
-exposure=1
+learning_rate=0.1
+policy=poly
+power=4
+max_batches=500000
 
 [convolutional]
+batch_normalize=1
 filters=16
 size=3
 stride=1
@@ -33,6 +26,7 @@ size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=32
 size=3
 stride=1
@@ -44,6 +38,7 @@ size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=64
 size=3
 stride=1
@@ -55,6 +50,7 @@ size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=128
 size=3
 stride=1
@@ -66,6 +62,7 @@ size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=3
 stride=1
@@ -77,6 +74,7 @@ size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
@@ -88,6 +86,7 @@ size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
@@ -96,9 +95,6 @@ activation=leaky
 
 [avgpool]
 
-[dropout]
-probability=.5
-
 [connected]
 output=1000
 activation=leaky