diff --git a/Sign_Detection/cfg/object10-yolov3-tiny.cfg b/Sign_Detection/cfg/object10-yolov3-tiny.cfg new file mode 100644 index 0000000000000000000000000000000000000000..4e5acc77347cb7137970ef1230fffbb3e82aa303 --- /dev/null +++ b/Sign_Detection/cfg/object10-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 = 31000 +policy=steps +steps=24800,27900 +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=45 +activation=linear + + + +[yolo] +mask = 3,4,5 +anchors = 10,14, 23,27, 37,58, 81,82, 135,169, 344,319 +classes=10 +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=45 +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=10 +num=6 +jitter=.3 +ignore_thresh = .7 +truth_thresh = 1 +random=1 diff --git a/Sign_Detection/object_data/labels10.names b/Sign_Detection/object_data/labels10.names new file mode 100644 index 0000000000000000000000000000000000000000..21b036406587b1144f08c4294d01e5c078d4a749 --- /dev/null +++ b/Sign_Detection/object_data/labels10.names @@ -0,0 +1,10 @@ +stop +yield +pedestrianCrossing +signalAhead +speedLimit25 +speedLimit35 +bottle +car +chair +person diff --git a/Sign_Detection/object_data/object10.data b/Sign_Detection/object_data/object10.data new file mode 100644 index 0000000000000000000000000000000000000000..f351e3eaf9586a14d27860f7f3bafe6b7f03268b --- /dev/null +++ b/Sign_Detection/object_data/object10.data @@ -0,0 +1,5 @@ +classes=10 +train = object_data/train10.list +valid = object_data/valid10.list +names = object_data/labels10.names +backup = backup/ diff --git a/Sign_Detection/object_data/train10.list b/Sign_Detection/object_data/train10.list new file mode 100644 index 0000000000000000000000000000000000000000..017773d50035c87a213d3d6f8d14c52b988954f8 --- /dev/null +++ b/Sign_Detection/object_data/train10.list @@ -0,0 +1,13438 @@ +/home/sendes/uncommitted_changes/amy_test/sign_detection/detector/darknet/object_data/train/001.jpg +/home/sendes/uncommitted_changes/amy_test/sign_detection/detector/darknet/object_data/train/keepRight_1333395677.avi_image10.jpg +/home/sendes/uncommitted_changes/amy_test/sign_detection/detector/darknet/object_data/train/002.jpg 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