--- a +++ b/cfg/tiny-yolo-voc-3c.cfg @@ -0,0 +1,134 @@ +[net] +batch = 64 +subdivisions = 8 +width = 416 +height = 416 +channels = 3 +momentum = 0.9 +decay = 0.0005 +angle = 0 +saturation = 1.5 +exposure = 1.5 +hue = .1 + +learning_rate = 0.001 +max_batches = 40100 +policy = steps +steps = -1,100,20000,30000 +scales = .1,10,.1,.1 + +[convolutional] +batch_normalize = 1 +filters = 16 +size = 3 +stride = 1 +pad = 1 +activation = leaky + +[maxpool] +size = 2 +stride = 2 + +[convolutional] +batch_normalize = 1 +filters = 32 +size = 3 +stride = 1 +pad = 1 +activation = leaky + +[maxpool] +size = 2 +stride = 2 + +[convolutional] +batch_normalize = 1 +filters = 64 +size = 3 +stride = 1 +pad = 1 +activation = leaky + +[maxpool] +size = 2 +stride = 2 + +[convolutional] +batch_normalize = 1 +filters = 128 +size = 3 +stride = 1 +pad = 1 +activation = leaky + +[maxpool] +size = 2 +stride = 2 + +[convolutional] +batch_normalize = 1 +filters = 256 +size = 3 +stride = 1 +pad = 1 +activation = leaky + +[maxpool] +size = 2 +stride = 2 + +[convolutional] +batch_normalize = 1 +filters = 512 +size = 3 +stride = 1 +pad = 1 +activation = leaky + +[maxpool] +size = 2 +stride = 1 + +[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] +size = 1 +stride = 1 +pad = 1 +filters = 40 +activation = linear + +[region] +anchors = 1.08,1.19, 3.42,4.41, 6.63,11.38, 9.42,5.11, 16.62,10.52 +bias_match = 1 +classes = 3 +coords = 4 +num = 5 +softmax = 1 +jitter = .2 +rescore = 1 + +object_scale = 5 +noobject_scale = 1 +class_scale = 1 +coord_scale = 1 + +absolute = 1 +thresh = .5 +random = 1