PP-YOLO: An Effective and Efficient Implementation of Object Detector

Understand

Object detection is one of the most important areas in computer vision, which plays a key role in various practical scenarios.

• Due to limitation of hardware, it is often necessary to sacrifice accuracy to ensure the infer speed of the detector in practice.
• Therefore, the balance between effectiveness and efficiency of object detector must be considered.
• The goal of this paper is to implement an object detector with relatively balanced effectiveness and efficiency that can be directly applied in actual application scenarios, rather than propose a novel detection model.