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conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=11.1 -c pytorch -c conda-forge
pip install opencv-python -i https://pypi.tuna.tsinghua.edu.cn/simple
pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu111/torch1.8.0/index.html
pip install terminaltables
pip install pycocotools
python AOI_select.py --AOI_path AOI数据文件夹
python AOI_get_box --AOI_path AOI数据文件夹 --coco_path COCO格式文件夹 --classes_file 类别文件
python AOI_to_coco.py --root_dir COCO格式文件夹 --save_path json标签命名(./train.json)
configs/AD_detection/AD_dsxw_test66.py
python tools/train.py configs/AD_detection/AD_dsxw_test66.py --gpus 1
tools/dist_train.sh configs/AD_detection/AD_dsxw_test66.py 8(GPU数量)
python tools/test.py 参数文件 权重文件 --eval bbox
python select_threshold.py --config_file 模型参数文件 --checkpoint_file 模型权重文件 --images_path 测试集路径(包含ok和ng两个文件夹) --test_batch_size 测试阶段的batch size大小
python get_score_csv.py --config_file 模型参数文件 --checkpoint_file 模型权重文件 --images_path 测试集路径(未标注数据) --test_batch_size 测试阶段的batch size大小 --result_path test.csv(绝对路径)
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Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》