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gpu recommendation on the robot

Dear All,

Recommendations for buying Nvidia GPU, I would like to buy a Nvidia GPU, but as you know the support on (Ubuntu 16.04., OpenCV with CUDA, kinetic ROS), stable and easy driver install.

I am working in human_following area using deep learning (YOLO, SSD, faster RCNN) and depth information.