Before revision:  In this context, we propose a deep learning framework , trained in an end-to-end fashion from elevation maps and trajectories , to estimate the occurrence of failure events.
After revision:  In this context, we propose a deep learning framework , trained in an end-to-end fashion from elevation maps and trajectories to estimate the occurrence of failure events.