Restrictions for the "vid_pipeline" and "neural_network" modules

To conform with the aforementioned allocations, the following restrictions apply:

• ‘shaves_scaling’: 4

• ‘shaves_conversion’: 4

• ‘shaves_nn’: 4

• ‘use_cnn’ (enforced automatically): (True, True)

Vid_pipeline: When initializing the video pipeline, eight shaves are allocated for scaling and conversion (four each).

Neural_Network: When initializing a neural network, four shaves are allocated for running it. The CNN hardware accelerators are automatically assigned to the first initialized neural network.