"The team is training its algorithms of several thousand frames of inspection videos using the CUDA parallel computing platform, the Pascal architecture-based NVIDIA TITAN X and GeForce GTX 1070 GPUs and cuDNN." Wow! A few thousand dollars desktop computer would do that, with the relevant data available, even the p2x.large spot instance on AWS at $0.20/hr would be worth a try.