Detection

Multi-Scale Aligned Distillation for Low-Resolution Detection

Multi-Scale Aligned Distillation for Low-Resolution Detection

Lu Qi*, Jason Kuen*, Jiuxiang Gu, Zhe Lin, Yi Wang, Yukang Chen, Yanwei Li, Jiaya Jia

This project provides an implementation for the CVPR 2021 paper “Multi-Scale Aligned Distillation for Low-Resolution Detection” based on Detectron2. MSAD targets to detect objects using low-resolution instead of high-resolution image. MSAD could obtain comparable performance in high-resolution image size. Our paper use Slimmable Neural Networks as our pretrained weight.

Installation

This project is based on Detectron2, which can be constructed as follows.