NO FUCKING SPOILERS DOUG

cfg/darknet.cfg

@@ -1,10 +1,10 @@
 [net]
 # Train
-# batch=128
-# subdivisions=1
+ batch=128
+ subdivisions=1
 # Test
-batch=1
-subdivisions=1
+#batch=1
+#subdivisions=1
 height=256
 width=256
 channels=3
@@ -88,7 +88,6 @@ activation=leaky
 [maxpool]
 size=2
 stride=2
-padding=1
 
 [convolutional]
 batch_normalize=1
@@ -110,6 +109,3 @@ activation=leaky
 [softmax]
 groups=1
 
-[cost]
-type=sse
-

cfg/darknet19.cfg

@@ -1,17 +1,31 @@
 [net]
-batch=128
-subdivisions=1
-height=224
-width=224
+# Training
+#batch=128
+#subdivisions=2
+
+# Testing
+ batch=1
+ subdivisions=1
+
+height=256
+width=256
+min_crop=128
+max_crop=448
 channels=3
 momentum=0.9
 decay=0.0005
-max_crop=448
 
+burn_in=1000
 learning_rate=0.1
 policy=poly
 power=4
-max_batches=1600000
+max_batches=800000
+
+angle=7
+hue=.1
+saturation=.75
+exposure=.75
+aspect=.75
 
 [convolutional]
 batch_normalize=1