Checkout following links: 1. Opencv installation on ubuntu16.04 click here. 2. Setting up Ubuntu 16.04 + CUDA + GPU for deep learning with Python click here. 3. Object detection with deep learning and OpenCV click here. 4. TensorFlow Object Detection API click here.