updates and things

cfg/extraction22k.cfg

@@ -0,0 +1,209 @@
+[net]
+batch=128
+subdivisions=1
+height=224
+width=224
+max_crop=320
+channels=3
+momentum=0.9
+decay=0.0005
+
+learning_rate=0.01
+max_batches = 0
+policy=steps
+steps=444000,590000,970000
+scales=.5,.2,.1
+
+#policy=sigmoid
+#gamma=.00008
+#step=100000
+#max_batches=200000
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=7
+stride=2
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=192
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=2048
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=2048
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[avgpool]
+
+[connected]
+output=21842
+activation=leaky
+
+[softmax]
+groups=1
+
+[cost]
+type=sse
+

cfg/go.test.cfg

@@ -3,102 +3,126 @@ batch=1
 subdivisions=1
 height=19
 width=19
-channels=8
+channels=1
 momentum=0.9
 decay=0.0005
 
 learning_rate=0.1
-max_batches = 0
-policy=steps
-steps=50000
-scales=.1
+policy=poly
+power=4
+max_batches=400000
 
 [convolutional]
-filters=512
+filters=192
 size=3
 stride=1
 pad=1
-activation=leaky
+activation=relu
 batch_normalize=1
 
 [convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-batch_normalize=1
-
-[convolutional]
-filters=512
+filters=192
 size=3
 stride=1
 pad=1
-activation=leaky
+activation=relu
 batch_normalize=1
 
 [convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-batch_normalize=1
-
-[convolutional]
-filters=512
+filters=192
 size=3
 stride=1
 pad=1
-activation=leaky
+activation=relu
 batch_normalize=1
 
 [convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-batch_normalize=1
-
-[convolutional]
-filters=512
+filters=192
 size=3
 stride=1
 pad=1
-activation=leaky
+activation=relu
 batch_normalize=1
 
 [convolutional]
-filters=256
-size=1
-stride=1
-pad=1
-activation=leaky
-batch_normalize=1
-
-[convolutional]
-filters=512
+filters=192
 size=3
 stride=1
 pad=1
-activation=leaky
+activation=relu
 batch_normalize=1
 
 [convolutional]
-filters=256
-size=1
+filters=192
+size=3
 stride=1
 pad=1
-activation=leaky
+activation=relu
 batch_normalize=1
 
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+
 [convolutional]
 filters=1
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [softmax]
 

cfg/imagenet1k.dataset

@@ -1,9 +1,8 @@
 classes=1000
-labels = data/inet.labels.list
-names = data/shortnames.txt
-train = /data/imagenet/imagenet1k.train.list
-valid = /data/imagenet/imagenet1k.valid.list
-top=5
-test = /Users/pjreddie/Documents/sites/selfie/paths.list
+train  = /data/imagenet/imagenet1k.train.list
+valid  = /data/imagenet/imagenet1k.valid.list
 backup = /home/pjreddie/backup/
+labels = data/imagenet.labels.list
+names  = data/imagenet.shortnames.list
+top=5
 

cfg/yolo.cfg

@@ -1,11 +1,14 @@
 [net]
-batch=64
-subdivisions=2
+batch=1
+subdivisions=1
 height=448
 width=448
 channels=3
 momentum=0.9
 decay=0.0005
+saturation=1.5
+exposure=1.5
+hue=.1
 
 learning_rate=0.0005
 policy=steps
@@ -13,15 +16,6 @@ steps=200,400,600,20000,30000
 scales=2.5,2,2,.1,.1
 max_batches = 40000
 
-[crop]
-crop_width=448
-crop_height=448
-flip=0
-angle=0
-saturation = 1.5
-exposure = 1.5
-noadjust=1
-
 [convolutional]
 batch_normalize=1
 filters=64

cfg/yolo.train.cfg

@@ -0,0 +1,257 @@
+[net]
+batch=64
+subdivisions=4
+height=448
+width=448
+channels=3
+momentum=0.9
+decay=0.0005
+saturation=1.5
+exposure=1.5
+hue=.1
+
+learning_rate=0.0005
+policy=steps
+steps=200,400,600,20000,30000
+scales=2.5,2,2,.1,.1
+max_batches = 40000
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=7
+stride=2
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=192
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+#######
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[local]
+size=3
+stride=1
+pad=1
+filters=256
+activation=leaky
+
+[dropout]
+probability=.5
+
+[connected]
+output= 1715
+activation=linear
+
+[detection]
+classes=20
+coords=4
+rescore=1
+side=7
+num=3
+softmax=0
+sqrt=1
+jitter=.2
+
+object_scale=1
+noobject_scale=.5
+class_scale=1
+coord_scale=5
+