MMdetection v2 with mosaic data augmentation

Introduction

add yolov5's data aug to mmdetv2.

Support SOTA model DetectoRS
Please check configs/wheat Please check mmdet/datasets/mosaic.py mosaiccoco.py my_mosaic.py
Please check mmdet/datasets/pipelines/loading

Useage

Replace LoadImageFromFile and LoadAnnotations with LoadMosaicImageAndAnnotations in train_pipeline

Reference

mmdetection

https://github.com/open-mmlab/mmdetection

DetectoRS

https://github.com/joe-siyuan-qiao/DetectoRS

Mosaic data augmentation

https://github.com/ultralytics/yolov5