首页 knee_OA_staging

knee_OA_staging

上传者： 42110533 | 上传时间： 2022-10-15 15:52:24 | 文件大小： 43.42MB | 文件类型： ZIP
使用更快的R-CNN模型从X射线图像自动量化膝盖骨关节炎的严重程度 作者：Suhas Suresha，Eni Halilaj和ŁukaszKidziński 介绍 使用Python实施的此代码仓库可用于使用训练有素的更快的区域卷积神经网络（R-CNN）模型从X射线图像自动量化膝关节骨关节炎的严重程度（使用Kellgren＆Lawrence评分系统）。 该模型在由斯坦福大学动员中心提供的骨关节炎倡议（OAI）数据集获得的包括膝盖（包括左腿和右腿）的4214幅X射线图像组成的数据集上进行了训练。 执照 项目“膝盖OA阶段”是根据MIT许可证发布的（有关详细信息，请参阅LICENSE文件）。 方法 我们培养更快的区域卷积神经网络（更快R-CNN）与我们的数据集中，以实现以下两个目标：基于KL从X射线图像1.提取物中的膝关节区域和2分类所提取的膝关节区域分数。 更快的R-CNN可以同时实现这两个目

文件下载

资源详情

[{"title":"（ 91 个子文件 43.42MB ） knee_OA_staging","children":[{"title":"knee_OA_staging-master","children":[{"title":"models","children":[{"title":"pascal_voc","children":[{"title":"VGG_CNN_M_1024","children":[{"title":"faster_rcnn_end2end","children":[{"title":"train.prototxt <span style='color:#111;'> 7.47KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 397B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 7.00KB </span>","children":null,"spread":false}],"spread":true},{"title":"fast_rcnn","children":[{"title":"train.prototxt <span style='color:#111;'> 4.19KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 403B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 4.17KB </span>","children":null,"spread":false}],"spread":true},{"title":"faster_rcnn_alt_opt","children":[{"title":"stage2_fast_rcnn_solver30k40k.pt <span style='color:#111;'> 408B </span>","children":null,"spread":false},{"title":"stage1_fast_rcnn_train.pt <span style='color:#111;'> 5.55KB </span>","children":null,"spread":false},{"title":"stage1_rpn_train.pt <span style='color:#111;'> 5.02KB </span>","children":null,"spread":false},{"title":"stage1_fast_rcnn_solver30k40k.pt <span style='color:#111;'> 408B </span>","children":null,"spread":false},{"title":"rpn_test.pt <span style='color:#111;'> 3.31KB </span>","children":null,"spread":false},{"title":"stage2_fast_rcnn_train.pt <span style='color:#111;'> 5.66KB </span>","children":null,"spread":false},{"title":"faster_rcnn_test.pt <span style='color:#111;'> 4.24KB </span>","children":null,"spread":false},{"title":"stage2_rpn_solver60k80k.pt <span style='color:#111;'> 396B </span>","children":null,"spread":false},{"title":"stage1_rpn_solver60k80k.pt <span style='color:#111;'> 396B </span>","children":null,"spread":false},{"title":"stage2_rpn_train.pt <span style='color:#111;'> 5.13KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"ZF","children":[{"title":"faster_rcnn_end2end","children":[{"title":"train.prototxt <span style='color:#111;'> 8.39KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 540B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 5.85KB </span>","children":null,"spread":false}],"spread":true},{"title":"fast_rcnn","children":[{"title":"train.prototxt <span style='color:#111;'> 4.32KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 395B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 3.29KB </span>","children":null,"spread":false}],"spread":true},{"title":"faster_rcnn_alt_opt","children":[{"title":"stage2_fast_rcnn_solver30k40k.pt <span style='color:#111;'> 384B </span>","children":null,"spread":false},{"title":"stage1_fast_rcnn_train.pt <span style='color:#111;'> 5.74KB </span>","children":null,"spread":false},{"title":"stage1_rpn_train.pt <span style='color:#111;'> 5.20KB </span>","children":null,"spread":false},{"title":"stage1_fast_rcnn_solver30k40k.pt <span style='color:#111;'> 384B </span>","children":null,"spread":false},{"title":"rpn_test.pt <span style='color:#111;'> 3.41KB </span>","children":null,"spread":false},{"title":"stage2_fast_rcnn_train.pt <span style='color:#111;'> 5.86KB </span>","children":null,"spread":false},{"title":"faster_rcnn_test.pt <span style='color:#111;'> 4.63KB </span>","children":null,"spread":false},{"title":"stage2_rpn_solver60k80k.pt <span style='color:#111;'> 372B </span>","children":null,"spread":false},{"title":"stage1_rpn_solver60k80k.pt <span style='color:#111;'> 372B </span>","children":null,"spread":false},{"title":"stage2_rpn_train.pt <span style='color:#111;'> 5.33KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"VGG16","children":[{"title":"faster_rcnn_end2end","children":[{"title":"train.prototxt <span style='color:#111;'> 9.97KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 407B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 8.74KB </span>","children":null,"spread":false}],"spread":true},{"title":"fast_rcnn","children":[{"title":"train.prototxt <span style='color:#111;'> 6.70KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 400B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 6.84KB </span>","children":null,"spread":false}],"spread":true},{"title":"faster_rcnn_alt_opt","children":[{"title":"stage2_fast_rcnn_solver30k40k.pt <span style='color:#111;'> 390B </span>","children":null,"spread":false},{"title":"stage1_fast_rcnn_train.pt <span style='color:#111;'> 8.05KB </span>","children":null,"spread":false},{"title":"stage1_rpn_train.pt <span style='color:#111;'> 7.87KB </span>","children":null,"spread":false},{"title":"stage1_fast_rcnn_solver30k40k.pt <span style='color:#111;'> 390B </span>","children":null,"spread":false},{"title":"rpn_test.pt <span style='color:#111;'> 5.18KB </span>","children":null,"spread":false},{"title":"stage2_fast_rcnn_train.pt <span style='color:#111;'> 8.14KB </span>","children":null,"spread":false},{"title":"faster_rcnn_test.pt <span style='color:#111;'> 7.05KB </span>","children":null,"spread":false},{"title":"stage2_rpn_solver60k80k.pt <span style='color:#111;'> 378B </span>","children":null,"spread":false},{"title":"stage1_rpn_solver60k80k.pt <span style='color:#111;'> 378B </span>","children":null,"spread":false},{"title":"stage2_rpn_train.pt <span style='color:#111;'> 7.93KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true},{"title":"README.md <span style='color:#111;'> 2.46KB </span>","children":null,"spread":false},{"title":"coco","children":[{"title":"VGG_CNN_M_1024","children":[{"title":"faster_rcnn_end2end","children":[{"title":"train.prototxt <span style='color:#111;'> 7.11KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 392B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 6.81KB </span>","children":null,"spread":false}],"spread":true},{"title":"fast_rcnn","children":[{"title":"train.prototxt <span style='color:#111;'> 3.96KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 398B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 3.94KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"VGG16","children":[{"title":"faster_rcnn_end2end","children":[{"title":"train.prototxt <span style='color:#111;'> 9.61KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 387B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 8.55KB </span>","children":null,"spread":false}],"spread":true},{"title":"fast_rcnn","children":[{"title":"train.prototxt <span style='color:#111;'> 6.47KB </span>","children":null,"spread":false},{"title":"solver.prototxt <span style='color:#111;'> 395B </span>","children":null,"spread":false},{"title":"test.prototxt <span style='color:#111;'> 6.62KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}],"spread":true},{"title":"classification_models","children":[{"title":"Random_forest.sav <span style='color:#111;'> 3.21MB </span>","children":null,"spread":false},{"title":"MLP_15_10.sav <span style='color:#111;'> 1.76MB </span>","children":null,"spread":false},{"title":"SVM.sav <span style='color:#111;'> 96.61MB </span>","children":null,"spread":false}],"spread":true},{"title":"tools","children":[{"title":"_init_paths.py <span style='color:#111;'> 637B </span>","children":null,"spread":false},{"title":"demo_all_predictions.py <span style='color:#111;'> 6.22KB </span>","children":null,"spread":false},{"title":"test_net.py <span style='color:#111;'> 3.09KB </span>","children":null,"spread":false},{"title":"_init_paths.pyc <span style='color:#111;'> 673B </span>","children":null,"spread":false},{"title":"eval_recall.py <span style='color:#111;'> 2.21KB </span>","children":null,"spread":false},{"title":"rpn_generate.py <span style='color:#111;'> 2.92KB </span>","children":null,"spread":false},{"title":"compress_net.py <span style='color:#111;'> 3.83KB </span>","children":null,"spread":false},{"title":"reval.py <span style='color:#111;'> 2.08KB </span>","children":null,"spread":false}],"spread":true},{"title":"data","children":[{"title":".gitignore <span style='color:#111;'> 70B </span>","children":null,"spread":false}],"spread":true},{"title":"LICENSE <span style='color:#111;'> 3.32KB </span>","children":null,"spread":false},{"title":"experiments","children":[{"title":"cfgs","children":[{"title":"faster_rcnn_end2end.yml <span style='color:#111;'> 227B </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt.yml <span style='color:#111;'> 78B </span>","children":null,"spread":false}],"spread":true},{"title":"logs","children":[{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_18-44-53 <span style='color:#111;'> 42.04KB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_23-53-15 <span style='color:#111;'> 1.04MB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_18-49-27 <span style='color:#111;'> 1008.58KB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-05-01_09-45-50 <span style='color:#111;'> 2.91MB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 7B </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_18-43-38 <span style='color:#111;'> 4.36KB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_16-17-15 <span style='color:#111;'> 42.04KB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_18-47-31 <span style='color:#111;'> 43.39KB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt_VGG16_.txt.2017-04-30_16-13-43 <span style='color:#111;'> 3.93KB </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 185B </span>","children":null,"spread":false},{"title":"scripts","children":[{"title":"faster_rcnn_end2end.sh <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false},{"title":"faster_rcnn_alt_opt.sh <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"fast_rcnn.sh <span style='color:#111;'> 1.41KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":".gitignore <span style='color:#111;'> 6B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 4.62KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}]

评论信息

其他资源

免责申明

【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明

个人信息

下载历史

相关资源标签

热门下载

最新下载