crnn:卷积递归神经网络(CRNN),用于基于图像的序列识别-源码

上传者: 42131785 | 上传时间: 2021-09-25 15:55:24 | 文件大小: 67KB | 文件类型: ZIP
卷积递归神经网络 该软件实现了卷积递归神经网络(CRNN),它结合了CNN,RNN和CTC损失,可用于基于图像的序列识别任务,例如场景文本识别和OCR。 有关详细信息,请参阅我们的论文 。 更新2017年3月14日,一个Docker文件已添加到项目中。 感谢 。 UPDATE 2017年5月1日一PyTorch已作出 。 更新2017年6月19日对于端到端文本检测器+识别器,请通过签出 。 建立 该软件仅在Ubuntu 14.04(x64)上经过测试。 需要启用CUDA的GPU。 要构建项目,请首先安装最新版本的 , 和LMDB。 请分别遵循其安装说明。 在Ubuntu上,可以通过apt-get install liblmdb-dev 。 要构建项目,请转到src/并执行sh build_cpp.sh来构建C ++代码。 如果成功,则应在src/目录中生成一个名为libcrnn.so的文件。 运行演示 演示程序可以在src/demo.lua找到。 在运行演示之前,请从下载预训练的模型。 将下载的模型文件crnn_demo_model.t7放入目录model/crnn_demo/

文件下载

资源详情

[{"title":"( 38 个子文件 67KB ) crnn:卷积递归神经网络(CRNN),用于基于图像的序列识别-源码","children":[{"title":"crnn-master","children":[{"title":"src","children":[{"title":"demo.lua <span style='color:#111;'> 1.02KB </span>","children":null,"spread":false},{"title":"LstmLayer.lua <span style='color:#111;'> 6.59KB </span>","children":null,"spread":false},{"title":"utilities.lua <span style='color:#111;'> 8.63KB </span>","children":null,"spread":false},{"title":"inference.lua <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"cpp","children":[{"title":"utils.hpp <span style='color:#111;'> 1.78KB </span>","children":null,"spread":false},{"title":"CMakeLists.txt <span style='color:#111;'> 831B </span>","children":null,"spread":false},{"title":"ctc.cpp <span style='color:#111;'> 7.60KB </span>","children":null,"spread":false},{"title":"init.cpp <span style='color:#111;'> 128B </span>","children":null,"spread":false}],"spread":true},{"title":"training.lua <span style='color:#111;'> 4.08KB </span>","children":null,"spread":false},{"title":"build_cpp.sh <span style='color:#111;'> 71B </span>","children":null,"spread":false},{"title":"BiRnnJoin.lua <span style='color:#111;'> 2.39KB </span>","children":null,"spread":false},{"title":"SharedParallelTable.lua <span style='color:#111;'> 1.77KB </span>","children":null,"spread":false},{"title":"main_train.lua <span style='color:#111;'> 1.41KB </span>","children":null,"spread":false},{"title":"CtcCriterion.lua <span style='color:#111;'> 719B </span>","children":null,"spread":false},{"title":"DatasetLmdb.lua <span style='color:#111;'> 4.07KB </span>","children":null,"spread":false}],"spread":false},{"title":"model","children":[{"title":"crnn_demo","children":[{"title":"config.lua <span style='color:#111;'> 2.99KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"Dockerfile <span style='color:#111;'> 477B </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 4.21KB </span>","children":null,"spread":false},{"title":"data","children":[{"title":"demo2.jpg <span style='color:#111;'> 6.58KB </span>","children":null,"spread":false},{"title":"demo.png <span style='color:#111;'> 18.71KB </span>","children":null,"spread":false}],"spread":true},{"title":"tool","children":[{"title":"create_dataset.py <span style='color:#111;'> 2.12KB </span>","children":null,"spread":false}],"spread":true},{"title":".gitignore <span style='color:#111;'> 23B </span>","children":null,"spread":false},{"title":"thpp_build.sh <span style='color:#111;'> 983B </span>","children":null,"spread":false},{"title":"third_party","children":[{"title":"lmdb-lua-ffi","children":[{"title":"db","children":[{"title":".gitkeep <span style='color:#111;'> 0B </span>","children":null,"spread":false}],"spread":true},{"title":"src","children":[{"title":"lmdb_ffi.lua <span style='color:#111;'> 5.92KB </span>","children":null,"spread":false},{"title":"lmdb.lua <span style='color:#111;'> 14.96KB </span>","children":null,"spread":false},{"title":"lmdb_old.lua <span style='color:#111;'> 14.33KB </span>","children":null,"spread":false},{"title":"underscore.lua <span style='color:#111;'> 9.61KB </span>","children":null,"spread":false},{"title":"utils.lua <span style='color:#111;'> 2.56KB </span>","children":null,"spread":false}],"spread":true},{"title":".travis.yml <span style='color:#111;'> 673B </span>","children":null,"spread":false},{"title":".busted <span style='color:#111;'> 83B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1.73KB </span>","children":null,"spread":false},{"title":"tests","children":[{"title":"test_integer_keys.lua <span style='color:#111;'> 1.01KB </span>","children":null,"spread":false},{"title":"test_reverse_keys.lua <span style='color:#111;'> 1.44KB </span>","children":null,"spread":false},{"title":"test_environment.lua <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false},{"title":"test_cursors.lua <span style='color:#111;'> 2.63KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}],"spread":true},{"title":"install_all.sh <span style='color:#111;'> 3.10KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]

评论信息

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