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faster-rcnn-opt

Faster-RCNN with MGDA

Faster-RCNN without MGDA请前往[https://github.com/ds22058/faster-rcnn]

环境配置

Ubuntu 18

CUDA 11.4

Pytorch 1.12.1

NVIDIA A100 40G

数据集

VOC数据集下载地址:[https://pan.baidu.com/s/1-1Ej6dayrx3g0iAA88uY5A]

提取码:ph32

预训练网络

网络参数下载地址:[https://pan.baidu.com/s/1S6wG8sEXBeoSec95NZxmlQ]

提取码:8mgp

下载好的模型放到model_data目录下

训练

python voc_annotation.py

python trian.py

预测

在frcnn.py中修改model_path对应到自己训练的文件

python predict.py

然后输入预测图像地址

Reference

[https://github.com/bubbliiiing/faster-rcnn-pytorch]

[https://github.com/isl-org/MultiObjectiveOptimization]

faster-rcnn-opt's People

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