diff --git a/Sign_Detection/sign-yolov3-tiny.cfg b/Sign_Detection/cfg/sign-yolov3-tiny.cfg similarity index 100% rename from Sign_Detection/sign-yolov3-tiny.cfg rename to Sign_Detection/cfg/sign-yolov3-tiny.cfg diff --git a/Sign_Detection/cfg/sign3-yolov3-tiny.cfg b/Sign_Detection/cfg/sign3-yolov3-tiny.cfg new file mode 100644 index 0000000000000000000000000000000000000000..f954723669fde51d813016bf4b3cd5cc37580dd2 --- /dev/null +++ b/Sign_Detection/cfg/sign3-yolov3-tiny.cfg @@ -0,0 +1,184 @@ +[net] +# Testing +batch=1 +subdivisions=1 +# Training +#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 +burn_in=1000 +max_batches = 7000 +policy=steps +steps=5600,6300 +scales=.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 +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] +size=1 +stride=1 +pad=1 +filters=24 +activation=linear + + + +[yolo] +mask = 3,4,5 +anchors = 10,14, 23,27, 37,58, 81,82, 135,169, 344,319 +classes=3 +num=6 +jitter=.3 +ignore_thresh = .7 +truth_thresh = 1 +random=1 + +[route] +layers = -4 + +[convolutional] +batch_normalize=1 +filters=128 +size=1 +stride=1 +pad=1 +activation=leaky + +[upsample] +stride=2 + +[route] +layers = -1, 8 + +[convolutional] +batch_normalize=1 +filters=256 +size=3 +stride=1 +pad=1 +activation=leaky + +[convolutional] +size=1 +stride=1 +pad=1 +filters=24 +xnor=1 +batch_normalize=1 +activation=linear + +[yolo] +mask = 0,1,2 +anchors = 10,14, 23,27, 37,58, 81,82, 135,169, 344,319 +classes=3 +num=6 +jitter=.3 +ignore_thresh = .7 +truth_thresh = 1 +random=1 diff --git a/Sign_Detection/cfg/sign6-yolov3-tiny.cfg b/Sign_Detection/cfg/sign6-yolov3-tiny.cfg new file mode 100644 index 0000000000000000000000000000000000000000..42b898c3bf66b739061b1a9e34049aad8b17943a --- /dev/null +++ b/Sign_Detection/cfg/sign6-yolov3-tiny.cfg @@ -0,0 +1,184 @@ +[net] +# Testing +batch=1 +subdivisions=1 +# Training +#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 +burn_in=1000 +max_batches = 19000 +policy=steps +steps=15200,17100 +scales=.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 +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] +size=1 +stride=1 +pad=1 +filters=33 +activation=linear + + + +[yolo] +mask = 3,4,5 +anchors = 10,14, 23,27, 37,58, 81,82, 135,169, 344,319 +classes=6 +num=6 +jitter=.3 +ignore_thresh = .7 +truth_thresh = 1 +random=1 + +[route] +layers = -4 + +[convolutional] +batch_normalize=1 +filters=128 +size=1 +stride=1 +pad=1 +activation=leaky + +[upsample] +stride=2 + +[route] +layers = -1, 8 + +[convolutional] +batch_normalize=1 +filters=256 +size=3 +stride=1 +pad=1 +activation=leaky + +[convolutional] +size=1 +stride=1 +pad=1 +filters=33 +xnor=1 +batch_normalize=1 +activation=linear + +[yolo] +mask = 0,1,2 +anchors = 10,14, 23,27, 37,58, 81,82, 135,169, 344,319 +classes=6 +num=6 +jitter=.3 +ignore_thresh = .7 +truth_thresh = 1 +random=1 diff --git a/Sign_Detection/yolov3-tiny_xnor.cfg b/Sign_Detection/cfg/yolov3-tiny_xnor.cfg similarity index 100% rename from Sign_Detection/yolov3-tiny_xnor.cfg rename to Sign_Detection/cfg/yolov3-tiny_xnor.cfg diff --git a/Sign_Detection/labels.names b/Sign_Detection/labels2.names similarity index 100% rename from Sign_Detection/labels.names rename to Sign_Detection/labels2.names diff --git a/Sign_Detection/labels3.names b/Sign_Detection/labels3.names new file mode 100644 index 0000000000000000000000000000000000000000..438345df522c5dd8668370d24e7804487c611670 --- /dev/null +++ b/Sign_Detection/labels3.names @@ -0,0 +1,3 @@ +stop +yield +pedestrianCrossing diff --git a/Sign_Detection/labels6.names b/Sign_Detection/labels6.names new file mode 100644 index 0000000000000000000000000000000000000000..e5c6edabd785be8f274d055a7ae2939ff208b0f3 --- /dev/null +++ b/Sign_Detection/labels6.names @@ -0,0 +1,6 @@ +stop +yield +pedestrianCrossing +signalAhead +speedLimit25 +speedLimit35 diff --git a/Sign_Detection/sign3.data b/Sign_Detection/sign3.data new file mode 100644 index 0000000000000000000000000000000000000000..c5518ab9e8c36ff7153649b2562d071d83cc220d --- /dev/null +++ b/Sign_Detection/sign3.data @@ -0,0 +1,5 @@ +classes=3 +train = sign_data/train3.list +valid = sign_data/valid3.list +names = sign_data/labels3.names +backup = backup/ diff --git a/Sign_Detection/sign6.data b/Sign_Detection/sign6.data new file mode 100644 index 0000000000000000000000000000000000000000..9de1b04d34edbc7a3c187cd084373d9b6aff27f4 --- /dev/null +++ b/Sign_Detection/sign6.data @@ -0,0 +1,5 @@ +classes=6 +train = sign_data/train6.list +valid = sign_data/valid6.list +names = sign_data/labels6.names +backup = backup/ diff --git a/Sign_Detection/train.list b/Sign_Detection/train2.list similarity index 100% rename from Sign_Detection/train.list rename to Sign_Detection/train2.list diff --git a/Sign_Detection/train3.list b/Sign_Detection/train3.list new file mode 100644 index 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