This repository provides a face detection model based on Single Shot Multibox Detector (SSD) with MobileNet backbone, implemented using TensorFlow Object Detection API. The model achieves around 60fps inference on a GTX1080 GPU and requires less than 364MB of GPU memory. It was trained on the WIDERFACE dataset to handle various face poses and includes support for parallel video processing.