Real-Time Object Detection on GPUs in 10 Minutes - Better Programming - Medium

Object detection is a very popular application for deep learning, used from simple home automation apps to safety critical autonomous driving. GPUs have proven to be very powerful at executing deep learning training and inference. Many libraries and tools exist today to perform these tasks. In this piece, we'll show you how to run a high-performance object detection pipeline for inference on GPUs in 10 mins. Our Python application takes frames from a live video stream and performs object detection on GPUs.