PYTHON DETECTION NOW I'M OUT DON'T WAIT UP FOR ME 🐫 🐴 🐶 🏜️

cfg/tiny-yolo.cfg

@@ -1,6 +1,10 @@
 [net]
-batch=64
-subdivisions=8
+# Training
+# batch=64
+# subdivisions=2
+# Testing
+batch=1
+subdivisions=1
 width=416
 height=416
 channels=3
@@ -12,10 +16,11 @@ exposure = 1.5
 hue=.1
 
 learning_rate=0.001
-max_batches = 120000
+burn_in=1000
+max_batches = 500200
 policy=steps
-steps=-1,100,80000,100000
-scales=.1,10,.1,.1
+steps=400000,450000
+scales=.1,.1
 
 [convolutional]
 batch_normalize=1
@@ -104,7 +109,7 @@ batch_normalize=1
 size=3
 stride=1
 pad=1
-filters=1024
+filters=512
 activation=leaky
 
 [convolutional]
@@ -115,14 +120,14 @@ filters=425
 activation=linear
 
 [region]
-anchors = 0.738768,0.874946,  2.42204,2.65704,  4.30971,7.04493,  10.246,4.59428,  12.6868,11.8741
+anchors =  0.57273, 0.677385, 1.87446, 2.06253, 3.33843, 5.47434, 7.88282, 3.52778, 9.77052, 9.16828
 bias_match=1
 classes=80
 coords=4
 num=5
 softmax=1
 jitter=.2
-rescore=1
+rescore=0
 
 object_scale=5
 noobject_scale=1