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
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index 0000000000000000000000000000000000000000..017773d50035c87a213d3d6f8d14c52b988954f8
--- /dev/null
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