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The model used by this example was trained by the dnn_mmod_train_find_cars_ex.cpp
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example. Also, since this is a CNN, you really should use a GPU to get the
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best execution speed. For instance, when run on a NVIDIA 1080ti, this
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detector runs at 39fps when run on the provided test image. That's about an
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order of magnitude faster than when run on the CPU.
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best execution speed. For instance, when run on a NVIDIA 1080ti, this detector
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runs at 98fps when run on the provided test image. That's more than an order
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of magnitude faster than when run on the CPU.
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Users who are just learning about dlib's deep learning API should read
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the dnn_introduction_ex.cpp and dnn_introduction2_ex.cpp examples to learn
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