Formal proofs of neural networks trained with simulators
The preprint:
CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators
The (open-source)
code
The experiments (coming soon): currently, networks trained and proved on 3x3, 5x5 and 7x7 images; statistics and larger images in progress
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