majiahui@haimaqingfan.com
1 month ago
commit
e7261c018f
32 changed files with 28723 additions and 0 deletions
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# 默认忽略的文件 |
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/shelf/ |
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/workspace.xml |
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# 基于编辑器的 HTTP 客户端请求 |
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/httpRequests/ |
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# Datasource local storage ignored files |
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/dataSources/ |
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/dataSources.local.xml |
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<?xml version="1.0" encoding="UTF-8"?> |
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<module type="PYTHON_MODULE" version="4"> |
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<component name="NewModuleRootManager"> |
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<content url="file://$MODULE_DIR$" /> |
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<orderEntry type="inheritedJdk" /> |
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<orderEntry type="sourceFolder" forTests="false" /> |
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</component> |
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</module> |
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<?xml version="1.0" encoding="UTF-8"?> |
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<project version="4"> |
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<component name="PublishConfigData" remoteFilesAllowedToDisappearOnAutoupload="false"> |
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<serverData> |
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<paths name="majiahui@192.168.31.149:22"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.149:22 (2)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.149:22 (3)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (10)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (11)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (12)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (13)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (14)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (15)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (16)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (17)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (18)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (19)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (2)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (20)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (21)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (22)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (23)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (24)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (25)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (26)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (27)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (28)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (29)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (3)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (30)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (31)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (32)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (33)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (34)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (35)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (36)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (37)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (38)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (39)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (4)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (40)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (41)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (42)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (43)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (44)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (45)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (46)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (47)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (48)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (49)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (5)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (50)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (51)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (52)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (53)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (54)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (55)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (56)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (57)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (58)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (59)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (6)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (60)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (61)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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<paths name="majiahui@192.168.31.74:22 (62)"> |
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<serverdata> |
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<mappings> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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</serverdata> |
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</paths> |
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||||
|
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||||
|
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||||
|
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||||
|
</mappings> |
||||
|
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||||
|
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||||
|
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||||
|
<serverdata> |
||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
|
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||||
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|
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||||
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||||
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||||
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||||
|
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||||
|
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||||
|
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||||
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||||
|
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||||
|
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||||
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||||
|
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||||
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|
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||||
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||||
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||||
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||||
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||||
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<mapping local="$PROJECT_DIR$" web="/" /> |
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||||
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<mapping local="$PROJECT_DIR$" web="/" /> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
||||
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||||
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<paths name="majiahui@192.168.31.74:22 (75)"> |
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<mapping local="$PROJECT_DIR$" web="/" /> |
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</mappings> |
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||||
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||||
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<paths name="majiahui@192.168.31.74:22 (89)"> |
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||||
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||||
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||||
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<paths name="majiahui@192.168.31.74:22 (92)"> |
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||||
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||||
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||||
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<paths name="majiahui@192.168.31.74:22 (93)"> |
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||||
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||||
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||||
|
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||||
|
<paths name="majiahui@192.168.31.74:22 (94)"> |
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||||
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||||
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||||
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<paths name="majiahui@192.168.31.74:22 (95)"> |
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||||
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||||
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||||
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||||
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||||
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<paths name="majiahui@192.168.31.74:22 (96)"> |
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||||
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||||
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||||
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||||
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||||
|
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||||
|
<paths name="majiahui@192.168.31.74:22 key"> |
||||
|
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||||
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||||
|
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||||
|
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||||
|
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||||
|
</paths> |
||||
|
</serverData> |
||||
|
</component> |
||||
|
</project> |
||||
@ -0,0 +1,22 @@ |
|||||
|
<component name="InspectionProjectProfileManager"> |
||||
|
<profile version="1.0"> |
||||
|
<option name="myName" value="Project Default" /> |
||||
|
<inspection_tool class="Eslint" enabled="true" level="WARNING" enabled_by_default="true" /> |
||||
|
<inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true"> |
||||
|
<option name="ignoredPackages"> |
||||
|
<value> |
||||
|
<list size="8"> |
||||
|
<item index="0" class="java.lang.String" itemvalue="transformers" /> |
||||
|
<item index="1" class="java.lang.String" itemvalue="deepspeed" /> |
||||
|
<item index="2" class="java.lang.String" itemvalue="sentencepiece" /> |
||||
|
<item index="3" class="java.lang.String" itemvalue="xformers" /> |
||||
|
<item index="4" class="java.lang.String" itemvalue="torch" /> |
||||
|
<item index="5" class="java.lang.String" itemvalue="numpy" /> |
||||
|
<item index="6" class="java.lang.String" itemvalue="datasets" /> |
||||
|
<item index="7" class="java.lang.String" itemvalue="sse-starlette" /> |
||||
|
</list> |
||||
|
</value> |
||||
|
</option> |
||||
|
</inspection_tool> |
||||
|
</profile> |
||||
|
</component> |
||||
@ -0,0 +1,6 @@ |
|||||
|
<component name="InspectionProjectProfileManager"> |
||||
|
<settings> |
||||
|
<option name="USE_PROJECT_PROFILE" value="false" /> |
||||
|
<version value="1.0" /> |
||||
|
</settings> |
||||
|
</component> |
||||
@ -0,0 +1,4 @@ |
|||||
|
<?xml version="1.0" encoding="UTF-8"?> |
||||
|
<project version="4"> |
||||
|
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.6" project-jdk-type="Python SDK" /> |
||||
|
</project> |
||||
@ -0,0 +1,8 @@ |
|||||
|
<?xml version="1.0" encoding="UTF-8"?> |
||||
|
<project version="4"> |
||||
|
<component name="ProjectModuleManager"> |
||||
|
<modules> |
||||
|
<module fileurl="file://$PROJECT_DIR$/.idea/PPT_模板_字典.iml" filepath="$PROJECT_DIR$/.idea/PPT_模板_字典.iml" /> |
||||
|
</modules> |
||||
|
</component> |
||||
|
</project> |
||||
@ -0,0 +1,6 @@ |
|||||
|
<?xml version="1.0" encoding="UTF-8"?> |
||||
|
<project version="4"> |
||||
|
<component name="VcsDirectoryMappings"> |
||||
|
<mapping directory="$PROJECT_DIR$" vcs="Git" /> |
||||
|
</component> |
||||
|
</project> |
||||
File diff suppressed because it is too large
@ -0,0 +1,233 @@ |
|||||
|
# ppt识别流程 |
||||
|
|
||||
|
## 内容介绍 |
||||
|
1. 项目目录结构 |
||||
|
- PPT |
||||
|
- template_json |
||||
|
- 2.json |
||||
|
- 3.json |
||||
|
- 2_new.pptx |
||||
|
- 3_new.pptx |
||||
|
|
||||
|
2. gpt生成内容 |
||||
|
```json |
||||
|
{ |
||||
|
"title_paper": "基于深度学习模型的小麦蚜虫检测方法研究", |
||||
|
"catalogue": [ |
||||
|
"研究背景与技术意义", |
||||
|
"国内外研究进展", |
||||
|
"研究方法与技术实现", |
||||
|
"实验设计与结果分析", |
||||
|
"系统开发与功能展示", |
||||
|
"研究总结与未来展望" |
||||
|
], |
||||
|
"content_1": [ |
||||
|
{ |
||||
|
"title_level_1": "研究背景与技术意义", |
||||
|
"content_2": [ |
||||
|
{ |
||||
|
"title_level_2": "小麦蚜虫危害与防控挑战", |
||||
|
"content_3": { |
||||
|
"产量损失严重": "小麦蚜虫通过刺吸汁液破坏光合作用，轻则减产10%-25%，重则超过40%，并传播病毒，造成更大经济损失。", |
||||
|
"传统防控局限": "传统依赖化学农药，导致蚜虫抗药性增强，农药残留问题严重，且监测滞后，施药时机错位。", |
||||
|
"智能识别需求": "小麦蚜虫体型微小、群体密集，传统图像处理方法漏检率高，难以适应复杂田间环境。", |
||||
|
"深度学习优势": "深度学习具备强大特征提取与非线性建模能力，能显著提升小目标识别精度，适用于农业病虫害检测。" |
||||
|
} |
||||
|
} |
||||
|
] |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_1": "国内外研究进展", |
||||
|
"content_2": [ |
||||
|
{ |
||||
|
"title_level_2": "国内研究现状", |
||||
|
"content_3": { |
||||
|
"模型架构创新": "山西农大提出CNN-CapsNet融合架构，结合卷积与胶囊网络优势，提升复杂场景下的识别能力。", |
||||
|
"光照适应优化": "中国农大改进YOLOv8，引入光照补偿模块，在强光暴雨等极端环境下识别准确率提升至82.5%。", |
||||
|
"移动端部署": "河南农大设计MobileNetV3-Large-WS模型，支持安卓设备离线识别，结合联邦学习提升区域适应性。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "国外研究进展", |
||||
|
"content_3": { |
||||
|
"混合模型检测": "Anil Utku等人提出ConvViT模型，融合CNN与ViT，提升微小目标与遮挡目标的检测精度。", |
||||
|
"多模态融合": "Vijayalakshmi等人构建IoT+UAV系统，结合YOLOv8s与时序特征提取，实现低功耗高精度检测。" |
||||
|
} |
||||
|
} |
||||
|
] |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_1": "研究方法与技术实现", |
||||
|
"content_2": [ |
||||
|
{ |
||||
|
"title_level_2": "数据集构建与处理", |
||||
|
"content_3": { |
||||
|
"数据来源整合": "整合PlantVillage、IP102等公开数据集，构建包含300张图像的小麦蚜虫数据集。", |
||||
|
"标注与划分": "使用LabelMe进行图像标注，转换为COCO格式，并按70/20/10比例划分训练、验证、测试集。", |
||||
|
"预处理策略": "图像归一化、多尺度缩放、随机翻转等增强手段提升模型泛化能力，适应不同场景。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "PAA算法与网络结构", |
||||
|
"content_3": { |
||||
|
"骨干网络设计": "采用ResNet101作为骨干网络，结合FPN实现多尺度特征提取，增强小目标检测能力。", |
||||
|
"锚框分配机制": "PAA通过GMM建模锚框得分分布，自适应选择正样本，避免人工设定IoU阈值。", |
||||
|
"IoU预测机制": "引入IoU预测头，将定位质量融入NMS排序，提升检测框筛选准确性。", |
||||
|
"得分投票优化": "通过几何相似性与联合得分加权平均，优化NMS后检测框坐标，提高定位精度。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "模型评价与实验设置", |
||||
|
"content_3": { |
||||
|
"评价指标多样": "采用mAP@50、mAP@75、mAP@s等指标全面评估模型在不同目标尺度下的检测性能。", |
||||
|
"实验平台配置": "使用GTX3060显卡、PyTorch框架，设置SGD优化器、批量大小4、训练轮数10-20。" |
||||
|
} |
||||
|
} |
||||
|
] |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_1": "实验设计与结果分析", |
||||
|
"content_2": [ |
||||
|
{ |
||||
|
"title_level_2": "不同骨干网络对比", |
||||
|
"content_3": { |
||||
|
"模型性能对比": "PAA(ResNet-101+MS-3x)在mAP@50上达90.6%，优于ResNet-50版本，检测精度显著提升。", |
||||
|
"训练过程表现": "分类损失快速下降，回归损失波动下降，mAP整体上升，模型学习能力逐步增强。", |
||||
|
"速度与精度权衡": "虽然ResNet-101模型推理速度略慢，但检测精度高，适合对精度要求高的农业场景。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "与其他模型对比", |
||||
|
"content_3": { |
||||
|
"精度优势明显": "PAA在mAP、mAP@75、mAP@s等指标上均优于DDOD和VFNet，尤其在小目标检测上表现突出。", |
||||
|
"速度劣势存在": "PAA推理速度为17FPS，低于DDOD的40FPS，适合精度优先的应用场景。", |
||||
|
"适用场景分析": "PAA适合密集小目标检测任务，DDOD和VFNet更适合实时性要求高的场景。" |
||||
|
} |
||||
|
} |
||||
|
] |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_1": "系统开发与功能展示", |
||||
|
"content_2": [ |
||||
|
{ |
||||
|
"title_level_2": "系统开发工具", |
||||
|
"content_3": { |
||||
|
"PyQt5优势": "PyQt5支持跨平台GUI开发，内置丰富控件，适合构建图像上传、模型选择、结果展示等功能模块。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "系统架构设计", |
||||
|
"content_3": { |
||||
|
"模块化设计": "系统包含图像选择、模型选择、预测执行与结果展示三大模块，功能清晰，操作便捷。", |
||||
|
"异步任务机制": "采用REST API与异步通信机制，确保检测过程稳定高效，支持多模型切换与结果保存。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "系统界面展示", |
||||
|
"content_3": { |
||||
|
"界面布局清晰": "系统界面支持图像预览、模型选择、检测结果可视化，用户可直观查看蚜虫位置与置信度。", |
||||
|
"操作流程简洁": "用户通过选择图像与模型，点击预测即可完成检测，结果自动保存，便于后续分析。" |
||||
|
} |
||||
|
} |
||||
|
] |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_1": "研究总结与未来展望", |
||||
|
"content_2": [ |
||||
|
{ |
||||
|
"title_level_2": "研究总结", |
||||
|
"content_3": { |
||||
|
"方法有效性验证": "基于PAA的检测方法在小麦蚜虫识别中表现优异，结合多尺度特征融合显著提升小目标检测精度。", |
||||
|
"存在局限问题": "数据集多集中于特定环境，模型泛化能力待提升；PAA计算资源需求高，不利于边缘部署。" |
||||
|
} |
||||
|
}, |
||||
|
{ |
||||
|
"title_level_2": "未来研究方向", |
||||
|
"content_3": { |
||||
|
"多模态融合": "结合图像、光谱、环境数据构建多模态模型，提升检测鲁棒性与适应性。", |
||||
|
"模型轻量化": "设计PAA轻量化版本，适配无人机、智能摄像头等资源受限设备，实现实时检测。", |
||||
|
"动态场景适应": "引入自监督学习与领域自适应技术，提升模型在复杂光照与背景下的泛化能力。", |
||||
|
"自动化监测系统": "结合无人机与视觉技术，构建实时蚜虫监测系统，提升农业病虫害预警效率。" |
||||
|
} |
||||
|
} |
||||
|
] |
||||
|
} |
||||
|
] |
||||
|
} |
||||
|
``` |
||||
|
|
||||
|
"title_paper" 论文标题 |
||||
|
"catalogue" 论文目录 |
||||
|
"title_level_1" 字段是目录对应的一级标题 |
||||
|
"title_level_2" 字段是对应的每一页ppt的标题，也就是二级标题、 |
||||
|
"content_1" 表示有多少个一级标题内容 |
||||
|
"content_2" 表示一级标题下面有多少二级标题内容 |
||||
|
"content_3" 表示二级标题下面有多少内容要点 |
||||
|
|
||||
|
3. xxx.json内容 |
||||
|
```json |
||||
|
[ |
||||
|
{ |
||||
|
"page number": "5", |
||||
|
"title": "标题", |
||||
|
"text": [ |
||||
|
{ |
||||
|
"title_lable": "内容_标题_1", |
||||
|
"title_lable_len": 6, |
||||
|
"content_lable": "内客_1", |
||||
|
"content_lable_len": "27-52" |
||||
|
}, |
||||
|
{ |
||||
|
"title_lable": "内容_标题_2", |
||||
|
"title_lable_len": 6, |
||||
|
"content_lable": "内容_2", |
||||
|
"content_lable_len": "27-52" |
||||
|
} |
||||
|
], |
||||
|
"picture": [ |
||||
|
"图片_1" |
||||
|
] |
||||
|
}, |
||||
|
... |
||||
|
] |
||||
|
``` |
||||
|
"page number"代表对应ppt的页码 |
||||
|
"title" 指代的是二级标题在ppt中的标签 |
||||
|
"text" 代表ppt中有多少内容要点 |
||||
|
"title_lable" 代表内容要点的小标题在ppt中的标签 |
||||
|
"title_lable_len" 代表的要点标题在这页ppt中容纳的字数 |
||||
|
"content_lable": 代表内容要点的内容小标题在ppt中的标签 |
||||
|
"content_lable_len": 代表的要点的内容在这页ppt中容纳的字数范围 |
||||
|
"picture"的值代表这页ppt中图片的标识符，"picture"的值是个列表，列表中有多少元素代表有多少个图片 |
||||
|
|
||||
|
## 流程 |
||||
|
1. 根据gpt输出的json中"content_2"字段统计当前一级标题下有多少二级标题，有多少二级标题就代表这个章节下有多少页ppt |
||||
|
2. 遍历"content_2"字段得到单页ppt字典 |
||||
|
3. 对单页ppt字典遍历"content_3"字段的到每一个小标题中的数据 |
||||
|
4. 统计每条数据标题字数和内容字数，找出最匹配的ppt模版 |
||||
|
|
||||
|
### 统计字数匹配 |
||||
|
# 根据gpt生成的内容统计单页PPT信息，假如有四个要点 |
||||
|
单条标题长度 = [6, 6, 6, 6] |
||||
|
单条内容长度 = [23, 26, 30, 39] |
||||
|
单条标题最大长度 = 6 |
||||
|
单页ppt内容最大长度 = 39 |
||||
|
单页ppt内容最小长度 = 23 |
||||
|
|
||||
|
ppt_dict = json.loads(2.json) # 假如选择了第2号模版 |
||||
|
符合的ppt模版的页数 = [] |
||||
|
for pagc_info in ppt_dict: # 遍历ppt模板的每一页 |
||||
|
for main_content in pagc_info["text"]: # 遍历内容要点 |
||||
|
min,max = main_content["content_lable_len"].split("-") |
||||
|
if 单页ppt内容最小长度 > min and 单页ppt内容最大长度< max |
||||
|
符合的ppt模版的页数.append(当前ppt对应的页码) |
||||
|
跳出 |
||||
|
|
||||
|
if 符合的ppt模版的页数 == []: |
||||
|
for pagc_info in ppt_dict: # 遍历ppt模板的每一页 |
||||
|
for main_content in pagc_info["text"]: # 遍历内容要点 |
||||
|
min,max = main_content["content_lable_len"].split("-") |
||||
|
if 单页ppt内容最小长度 > min+10 and 单页ppt内容最大长度< max+10 |
||||
|
符合的ppt模版的页数.append(当前ppt对应的页码) |
||||
|
跳出 |
||||
|
|
||||
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Binary file not shown.
@ -0,0 +1,43 @@ |
|||||
|
import os |
||||
|
import json |
||||
|
|
||||
|
|
||||
|
def traverse_files(folder_path): |
||||
|
path_list = [] |
||||
|
for root, dirs, files in os.walk(folder_path): |
||||
|
for file in files: |
||||
|
path_list.append(file) # 或者进行其他文件操作 |
||||
|
return path_list |
||||
|
|
||||
|
def xiufu(file_name): |
||||
|
path = "PPT/template_json/{}".format(file_name) |
||||
|
data_new = [] |
||||
|
with open(path, encoding="utf-8") as f: |
||||
|
data = json.loads(f.read()) |
||||
|
for page in data: |
||||
|
dan_data = {} |
||||
|
dan_data["page number"] = page |
||||
|
dan_data["title"] = "标题" |
||||
|
dan_data["picture"] = data[page]["picture"] |
||||
|
text = [] |
||||
|
for info in data[page]["text"]: |
||||
|
dan_content_small = {} |
||||
|
for i in info: |
||||
|
if "标题" in i: |
||||
|
dan_content_small["title_lable"] = i |
||||
|
dan_content_small["title_lable_len"] = info[i] |
||||
|
else: |
||||
|
dan_content_small["content_lable"] = i |
||||
|
dan_content_small["content_lable_len"] = info[i] |
||||
|
print(dan_content_small["content_lable_len"]) |
||||
|
text.append(dan_content_small) |
||||
|
dan_data["text"] = text |
||||
|
data_new.append(dan_data) |
||||
|
with open("PPT/template_json_v2/{}".format(file_name), "w", encoding="utf-8") as f: |
||||
|
f.write(json.dumps(data_new, ensure_ascii=False, indent=2)) |
||||
|
|
||||
|
|
||||
|
if __name__ == '__main__': |
||||
|
path_list = traverse_files('PPT/template_json') |
||||
|
for path in path_list: |
||||
|
xiufu(path) |
||||
Loading…
Reference in new issue