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License: Apache License 2.0

Shell 0.03% C++ 2.01% Python 37.32% Cuda 2.48% Jupyter Notebook 58.15% Dockerfile 0.01%

mmdetection-v2-with-mosaic-data-augmentation's Introduction

MMdetection v2 with mosaic data augmentation

Introduction

Now only for wheat detection task(single class detection), I have no idea to load multi-class labels after mosaic. May fix it later.

Support SOTA model DetectoRS
Please check configs/detectors/detectors_cascade_rcnn_r50_1x_coco.py/train_pipeline
Please check mmdet/datasets/mosaic.py mosaiccoco.py my_mosaic.py
Please check mmdet/datasets/pipelines/loading
Colab Training Notebook

image

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

mmdetection-v2-with-mosaic-data-augmentation's People

Contributors

wanglibo1995 avatar

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