Cloud GPU/TPU resources are still somewhat expensive. Also bandwidth can be an issue when you would first need to feed video through potentially metered connect

Cloud GPU/TPU resources are still somewhat expensive. Also bandwidth can be an issue when you would first need to feed video through potentially metered connections. Last but not least latency can be an issue for e.g robotics and automotive.