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Change this:

net = cv2.dnn.readNetFromCaffe("deploy.prototxt", "model.caffemodel")

to:

net = cv2.dnn.readNetFromCaffe(deploy, model)

This is what I used:

proto = '/home/stephen/Desktop/deep-learning-opencv/bvlc_googlenet.prototxt'
model = '/home/stephen/Desktop/deep-learning-opencv/bvlc_googlenet.caffemodel'
net = cv2.dnn.readNetFromCaffe(proto, model)

Change this:

net = cv2.dnn.readNetFromCaffe("deploy.prototxt", "model.caffemodel")

to:

net = cv2.dnn.readNetFromCaffe(deploy, model)

This is what I used:

proto = '/home/stephen/Desktop/deep-learning-opencv/bvlc_googlenet.prototxt'
model 'mobilenet_deploy.prototxt'
weights = '/home/stephen/Desktop/deep-learning-opencv/bvlc_googlenet.caffemodel'
'mobilenet.caffemodel'
net = cv2.dnn.readNetFromCaffe(proto, model)

Change this:

net = cv2.dnn.readNetFromCaffe("deploy.prototxt", "model.caffemodel")

to:

net = cv2.dnn.readNetFromCaffe(deploy, model)

This is what I used:

proto = 'mobilenet_deploy.prototxt'
weights = 'mobilenet.caffemodel'
net = cv2.dnn.readNetFromCaffe(proto, model)
weights)