├── .gitignore ├── server-springboot ├── .idea │ ├── .name │ ├── compiler.xml │ ├── vcs.xml │ ├── .gitignore │ ├── encodings.xml │ ├── misc.xml │ ├── dataSources.xml │ ├── gradle.xml │ └── jarRepositories.xml ├── .gradle │ ├── 7.4.1 │ │ ├── gc.properties │ │ ├── fileChanges │ │ │ └── last-build.bin │ │ ├── dependencies-accessors │ │ │ ├── gc.properties │ │ │ └── dependencies-accessors.lock │ │ ├── checksums │ │ │ ├── checksums.lock │ │ │ ├── md5-checksums.bin │ │ │ └── sha1-checksums.bin │ │ ├── fileHashes │ │ │ ├── fileHashes.bin │ │ │ ├── fileHashes.lock │ │ │ └── resourceHashesCache.bin │ │ └── executionHistory │ │ │ ├── executionHistory.bin │ │ │ └── executionHistory.lock │ ├── vcs-1 │ │ └── gc.properties │ ├── buildOutputCleanup │ │ ├── cache.properties │ │ ├── outputFiles.bin │ │ └── buildOutputCleanup.lock │ └── file-system.probe ├── settings.gradle ├── gradle │ └── wrapper │ │ ├── gradle-wrapper.jar │ │ └── gradle-wrapper.properties ├── src │ ├── main │ │ ├── resources │ │ │ ├── static │ │ │ │ ├── img │ │ │ │ │ └── profile.png │ │ │ │ ├── json │ │ │ │ │ └── lable.json │ │ │ │ ├── identifyRecord │ │ │ │ │ ├── 1284.jpg │ │ │ │ │ ├── 1602.jpg │ │ │ │ │ ├── 1839.jpg │ │ │ │ │ ├── 2326.jpg │ │ │ │ │ ├── 3637.jpg │ │ │ │ │ ├── 5323.jpg │ │ │ │ │ ├── 7447.jpg │ │ │ │ │ ├── 7548.jpg │ │ │ │ │ ├── 8715.jpg │ │ │ │ │ ├── 8959.jpg │ │ │ │ │ ├── 8990.jpg │ │ │ │ │ ├── 9020.jpg │ │ │ │ │ ├── 10422.jpg │ │ │ │ │ ├── 10559.jpg │ │ │ │ │ ├── 10735.jpg │ │ │ │ │ ├── 10879.jpg │ │ │ │ │ ├── 10914.jpg │ │ │ │ │ ├── 12090.jpg │ │ │ │ │ ├── 12146.jpg │ │ │ │ │ ├── 12205.jpg │ │ │ │ │ ├── 12446.jpg │ │ │ │ │ ├── 138878.jpg │ │ │ │ │ ├── 14018.jpg │ │ │ │ │ ├── 142819.jpg │ │ │ │ │ ├── 14561.jpg │ │ │ │ │ ├── 14727.jpg │ │ │ │ │ ├── 15096.jpg │ │ │ │ │ ├── 15745.jpg │ │ │ │ │ ├── 17033.jpg │ │ │ │ │ ├── 17037.jpg │ │ │ │ │ ├── 17722.jpg │ │ │ │ │ ├── 18605.jpg │ │ │ │ │ ├── 19066.jpg │ │ │ │ │ ├── 21353.jpg │ │ │ │ │ ├── 23556.jpg │ │ │ │ │ ├── 23564.jpg │ │ │ │ │ ├── 25316.jpg │ │ │ │ │ ├── 25452.jpg │ │ │ │ │ ├── 25475.jpg │ │ │ │ │ ├── 25587.jpg │ │ │ │ │ ├── 25943.jpg │ │ │ │ │ ├── 262212.jpg │ │ │ │ │ ├── 26391.jpg │ │ │ │ │ ├── 270491.jpg │ │ │ │ │ ├── 27458.jpg │ │ │ │ │ ├── 27779.jpg │ │ │ │ │ ├── 278322.jpg │ │ │ │ │ ├── 295198.jpg │ │ │ │ │ ├── 29588.jpg │ │ │ │ │ ├── 29727.jpg │ │ │ │ │ ├── 30377.jpg │ │ │ │ │ ├── 30977.jpg │ │ │ │ │ ├── 31096.jpg │ │ │ │ │ ├── 318090.jpg │ │ │ │ │ ├── 322541.jpg │ │ │ │ │ ├── 323210.jpg │ │ │ │ │ ├── 32549.jpg │ │ │ │ │ ├── 331821.jpg │ │ │ │ │ ├── 33952.jpg │ │ │ │ │ ├── 34594.jpg │ │ │ │ │ ├── 35133.jpg │ │ │ │ │ ├── 35457.jpg │ │ │ │ │ ├── 35690.jpg │ │ │ │ │ ├── 36814.jpg │ │ │ │ │ ├── 37655.jpg │ │ │ │ │ ├── 38112.jpg │ │ │ │ │ ├── 394669.jpg │ │ │ │ │ ├── 40120.jpg │ │ │ │ │ ├── 40770.jpg │ │ │ │ │ ├── 41532.jpg │ │ │ │ │ ├── 421571.jpg │ │ │ │ │ ├── 42417.jpg │ │ │ │ │ ├── 425290.jpg │ │ │ │ │ ├── 42531.jpg │ │ │ │ │ ├── 42662.jpg │ │ │ │ │ ├── 42715.jpg │ │ │ │ │ ├── 42852.jpg │ │ │ │ │ ├── 43413.jpg │ │ │ │ │ ├── 43909.jpg │ │ │ │ │ ├── 44540.jpg │ │ │ │ │ ├── 45698.jpg │ │ │ │ │ ├── 462741.jpg │ │ │ │ │ ├── 465614.jpg │ │ │ │ │ ├── 46970.jpg │ │ │ │ │ ├── 47347.jpg │ │ │ │ │ ├── 478300.jpg │ │ │ │ │ ├── 484492.jpg │ │ │ │ │ ├── 49520.jpg │ │ │ │ │ ├── 497512.jpg │ │ │ │ │ ├── 49887.jpg │ │ │ │ │ ├── 499058.jpg │ │ │ │ │ ├── 50824.jpg │ │ │ │ │ ├── 50839.jpg │ │ │ │ │ ├── 51013.jpg │ │ │ │ │ ├── 510802.jpg │ │ │ │ │ ├── 52967.jpg │ │ │ │ │ ├── 53043.jpg │ │ │ │ │ ├── 53102.jpg │ │ │ │ │ ├── 53734.jpg │ │ │ │ │ ├── 53772.jpg │ │ │ │ │ ├── 538927.jpg │ │ │ │ │ ├── 54177.jpg │ │ │ │ │ ├── 54399.jpg │ │ │ │ │ ├── 55296.jpg │ │ │ │ │ ├── 561601.jpg │ │ │ │ │ ├── 56517.jpg │ │ │ │ │ ├── 568365.jpg │ │ │ │ │ ├── 58362.jpg │ │ │ │ │ ├── 58469.jpg │ │ │ │ │ ├── 58510.jpg │ │ │ │ │ ├── 605831.jpg │ │ │ │ │ ├── 60949.jpg │ │ │ │ │ ├── 60991.jpg │ │ │ │ │ ├── 62089.jpg │ │ │ │ │ ├── 62519.jpg │ │ │ │ │ ├── 62557.jpg │ │ │ │ │ ├── 627853.jpg │ │ │ │ │ ├── 642246.jpg │ │ │ │ │ ├── 64788.jpg │ │ │ │ │ ├── 65685.jpg │ │ │ │ │ ├── 664947.jpg │ │ │ │ │ ├── 66659.jpg │ │ │ │ │ ├── 67187.jpg │ │ │ │ │ ├── 67291.jpg │ │ │ │ │ ├── 67633.jpg │ │ │ │ │ ├── 686483.jpg │ │ │ │ │ ├── 69023.jpg │ │ │ │ │ ├── 69160.jpg │ │ │ │ │ ├── 69536.jpg │ │ │ │ │ ├── 69824.jpg │ │ │ │ │ ├── 70074.jpg │ │ │ │ │ ├── 71735.jpg │ │ │ │ │ ├── 717828.jpg │ │ │ │ │ ├── 728296.jpg │ │ │ │ │ ├── 72883.jpg │ │ │ │ │ ├── 73100.jpg │ │ │ │ │ ├── 73149.jpg │ │ │ │ │ ├── 74925.jpg │ │ │ │ │ ├── 76405.jpg │ │ │ │ │ ├── 769726.jpg │ │ │ │ │ ├── 77309.jpg │ │ │ │ │ ├── 77499.jpg │ │ │ │ │ ├── 778052.jpg │ │ │ │ │ ├── 79079.jpg │ │ │ │ │ ├── 79493.jpg │ │ │ │ │ ├── 79738.jpg │ │ │ │ │ ├── 79803.jpg │ │ │ │ │ ├── 812053.jpg │ │ │ │ │ ├── 81290.jpg │ │ │ │ │ ├── 82900.jpg │ │ │ │ │ ├── 83350.jpg │ │ │ │ │ ├── 84447.jpg │ │ │ │ │ ├── 848654.jpg │ │ │ │ │ ├── 84941.jpg │ │ │ │ │ ├── 84945.jpg │ │ │ │ │ ├── 85699.jpg │ │ │ │ │ ├── 857785.jpg │ │ │ │ │ ├── 85910.jpg │ │ │ │ │ ├── 86276.jpg │ │ │ │ │ ├── 86355.jpg │ │ │ │ │ ├── 86417.jpg │ │ │ │ │ ├── 87056.jpg │ │ │ │ │ ├── 87228.jpg │ │ │ │ │ ├── 89014.jpg │ │ │ │ │ ├── 89125.jpg │ │ │ │ │ ├── 89264.jpg │ │ │ │ │ ├── 90271.jpg │ │ │ │ │ ├── 90910.jpg │ │ │ │ │ ├── 92660.jpg │ │ │ │ │ ├── 92836.jpg │ │ │ │ │ ├── 93170.jpg │ │ │ │ │ ├── 93312.jpg │ │ │ │ │ ├── 93480.jpg │ │ │ │ │ ├── 94053.jpg │ │ │ │ │ ├── 947293.jpg │ │ │ │ │ ├── 95130.jpg │ │ │ │ │ ├── 95534.jpg │ │ │ │ │ ├── 962545.jpg │ │ │ │ │ ├── 964670.jpg │ │ │ │ │ ├── 96616.jpg │ │ │ │ │ ├── 966630.jpg │ │ │ │ │ ├── 96970.jpg │ │ │ │ │ ├── 97200.jpg │ │ │ │ │ ├── 974982.jpg │ │ │ │ │ ├── 97954.jpg │ │ │ │ │ ├── 98401.jpg │ │ │ │ │ ├── 984921.jpg │ │ │ │ │ ├── 98504.jpg │ │ │ │ │ └── 99153.jpg │ │ │ │ ├── identifyRecord1619.jpg │ │ │ │ ├── identifyRecord34842.jpg │ │ │ │ └── identifyRecord66860.jpg │ │ │ └── application.properties │ │ └── java │ │ │ └── com │ │ │ └── kanshan │ │ │ └── tea_classify │ │ │ ├── TeaClassifyApplication.java │ │ │ ├── controller │ │ │ ├── errorController.java │ │ │ ├── feedbackController.java │ │ │ ├── recordController.java │ │ │ ├── loginController.java │ │ │ └── identifyController.java │ │ │ ├── mapper │ │ │ ├── TeaMapper.java │ │ │ ├── RecordMapper.java │ │ │ ├── UserMapper.java │ │ │ └── FeedBackMapper.java │ │ │ ├── Utils │ │ │ ├── Base64Util.java │ │ │ ├── HttpRequestJsonEntity │ │ │ │ ├── OpenId.java │ │ │ │ ├── AccessToken.java │ │ │ │ └── UserInfo.java │ │ │ └── HttpHelper.java │ │ │ ├── config │ │ │ └── UploadConfig.java │ │ │ ├── entity │ │ │ ├── User.java │ │ │ ├── Tea.java │ │ │ ├── Record.java │ │ │ └── FeedBack.java │ │ │ └── service │ │ │ └── getUserInfoService.java │ └── test │ │ └── java │ │ └── com │ │ └── kanshan │ │ └── tea_classify │ │ └── TeaClassifyApplicationTests.java ├── build │ ├── resources │ │ └── main │ │ │ ├── static │ │ │ ├── img │ │ │ │ └── profile.png │ │ │ ├── json │ │ │ │ └── lable.json │ │ │ ├── identifyRecord │ │ │ │ ├── 10422.jpg │ │ │ │ ├── 10559.jpg │ │ │ │ ├── 10735.jpg │ │ │ │ ├── 10879.jpg │ │ │ │ ├── 10914.jpg │ │ │ │ ├── 12090.jpg │ │ │ │ ├── 12146.jpg │ │ │ │ ├── 12205.jpg │ │ │ │ ├── 12446.jpg │ │ │ │ ├── 1284.jpg │ │ │ │ ├── 14018.jpg │ │ │ │ ├── 14561.jpg │ │ │ │ ├── 14727.jpg │ │ │ │ ├── 15096.jpg │ │ │ │ ├── 15745.jpg │ │ │ │ ├── 1602.jpg │ │ │ │ ├── 17033.jpg │ │ │ │ ├── 17037.jpg │ │ │ │ ├── 17722.jpg │ │ │ │ ├── 1839.jpg │ │ │ │ ├── 18605.jpg │ │ │ │ ├── 19066.jpg │ │ │ │ ├── 21353.jpg │ │ │ │ ├── 2326.jpg │ │ │ │ ├── 23556.jpg │ │ │ │ ├── 23564.jpg │ │ │ │ ├── 25316.jpg │ │ │ │ ├── 25452.jpg │ │ │ │ ├── 25475.jpg │ │ │ │ ├── 25587.jpg │ │ │ │ ├── 25943.jpg │ │ │ │ ├── 26391.jpg │ │ │ │ ├── 27458.jpg │ │ │ │ ├── 27779.jpg │ │ │ │ ├── 29588.jpg │ │ │ │ ├── 29727.jpg │ │ │ │ ├── 30377.jpg │ │ │ │ ├── 30977.jpg │ │ │ │ ├── 31096.jpg │ │ │ │ ├── 32549.jpg │ │ │ │ ├── 33952.jpg │ │ │ │ ├── 34594.jpg │ │ │ │ ├── 35133.jpg │ │ │ │ ├── 35457.jpg │ │ │ │ ├── 35690.jpg │ │ │ │ ├── 3637.jpg │ │ │ │ ├── 36814.jpg │ │ │ │ ├── 37655.jpg │ │ │ │ ├── 38112.jpg │ │ │ │ ├── 40120.jpg │ │ │ │ ├── 40770.jpg │ │ │ │ ├── 41532.jpg │ │ │ │ ├── 42417.jpg │ │ │ │ ├── 42531.jpg │ │ │ │ ├── 42662.jpg │ │ │ │ ├── 42715.jpg │ │ │ │ ├── 42852.jpg │ │ │ │ ├── 43413.jpg │ │ │ │ ├── 43909.jpg │ │ │ │ ├── 44540.jpg │ │ │ │ ├── 45698.jpg │ │ │ │ ├── 46970.jpg │ │ │ │ ├── 47347.jpg │ │ │ │ ├── 49520.jpg │ │ │ │ ├── 49887.jpg │ │ │ │ ├── 50824.jpg │ │ │ │ ├── 50839.jpg │ │ │ │ ├── 51013.jpg │ │ │ │ ├── 52967.jpg │ │ │ │ ├── 53043.jpg │ │ │ │ ├── 53102.jpg │ │ │ │ ├── 5323.jpg │ │ │ │ ├── 53734.jpg │ │ │ │ ├── 53772.jpg │ │ │ │ ├── 54177.jpg │ │ │ │ ├── 54399.jpg │ │ │ │ ├── 55296.jpg │ │ │ │ ├── 56517.jpg │ │ │ │ ├── 58362.jpg │ │ │ │ ├── 58469.jpg │ │ │ │ ├── 58510.jpg │ │ │ │ ├── 60949.jpg │ │ │ │ ├── 60991.jpg │ │ │ │ ├── 62089.jpg │ │ │ │ ├── 62519.jpg │ │ │ │ ├── 62557.jpg │ │ │ │ ├── 64788.jpg │ │ │ │ ├── 65685.jpg │ │ │ │ ├── 66659.jpg │ │ │ │ ├── 67187.jpg │ │ │ │ ├── 67291.jpg │ │ │ │ ├── 67633.jpg │ │ │ │ ├── 69023.jpg │ │ │ │ ├── 69160.jpg │ │ │ │ ├── 69536.jpg │ │ │ │ ├── 69824.jpg │ │ │ │ ├── 70074.jpg │ │ │ │ ├── 71735.jpg │ │ │ │ ├── 72883.jpg │ │ │ │ ├── 73100.jpg │ │ │ │ ├── 73149.jpg │ │ │ │ ├── 7447.jpg │ │ │ │ ├── 74925.jpg │ │ │ │ ├── 7548.jpg │ │ │ │ ├── 76405.jpg │ │ │ │ ├── 77309.jpg │ │ │ │ ├── 77499.jpg │ │ │ │ ├── 79079.jpg │ │ │ │ ├── 79493.jpg │ │ │ │ ├── 79738.jpg │ │ │ │ ├── 79803.jpg │ │ │ │ ├── 81290.jpg │ │ │ │ ├── 82900.jpg │ │ │ │ ├── 83350.jpg │ │ │ │ ├── 84447.jpg │ │ │ │ ├── 84941.jpg │ │ │ │ ├── 84945.jpg │ │ │ │ ├── 85699.jpg │ │ │ │ ├── 85910.jpg │ │ │ │ ├── 86276.jpg │ │ │ │ ├── 86355.jpg │ │ │ │ ├── 86417.jpg │ │ │ │ ├── 87056.jpg │ │ │ │ ├── 8715.jpg │ │ │ │ ├── 87228.jpg │ │ │ │ ├── 89014.jpg │ │ │ │ ├── 89125.jpg │ │ │ │ ├── 89264.jpg │ │ │ │ ├── 8959.jpg │ │ │ │ ├── 8990.jpg │ │ │ │ ├── 9020.jpg │ │ │ │ ├── 90271.jpg │ │ │ │ ├── 90910.jpg │ │ │ │ ├── 92660.jpg │ │ │ │ ├── 92836.jpg │ │ │ │ ├── 93170.jpg │ │ │ │ ├── 93312.jpg │ │ │ │ ├── 93480.jpg │ │ │ │ ├── 94053.jpg │ │ │ │ ├── 95130.jpg │ │ │ │ ├── 95534.jpg │ │ │ │ ├── 96616.jpg │ │ │ │ ├── 96970.jpg │ │ │ │ ├── 97200.jpg │ │ │ │ ├── 97954.jpg │ │ │ │ ├── 98401.jpg │ │ │ │ ├── 98504.jpg │ │ │ │ ├── 99153.jpg │ │ │ │ ├── 138878.jpg │ │ │ │ ├── 142819.jpg │ │ │ │ ├── 262212.jpg │ │ │ │ ├── 270491.jpg │ │ │ │ ├── 278322.jpg │ │ │ │ ├── 295198.jpg │ │ │ │ ├── 318090.jpg │ │ │ │ ├── 322541.jpg │ │ │ │ ├── 323210.jpg │ │ │ │ ├── 331821.jpg │ │ │ │ ├── 394669.jpg │ │ │ │ ├── 421571.jpg │ │ │ │ ├── 425290.jpg │ │ │ │ ├── 462741.jpg │ │ │ │ ├── 465614.jpg │ │ │ │ ├── 478300.jpg │ │ │ │ ├── 484492.jpg │ │ │ │ ├── 497512.jpg │ │ │ │ ├── 499058.jpg │ │ │ │ ├── 510802.jpg │ │ │ │ ├── 538927.jpg │ │ │ │ ├── 561601.jpg │ │ │ │ ├── 568365.jpg │ │ │ │ ├── 605831.jpg │ │ │ │ ├── 627853.jpg │ │ │ │ ├── 642246.jpg │ │ │ │ ├── 664947.jpg │ │ │ │ ├── 686483.jpg │ │ │ │ ├── 717828.jpg │ │ │ │ ├── 728296.jpg │ │ │ │ ├── 769726.jpg │ │ │ │ ├── 778052.jpg │ │ │ │ ├── 812053.jpg │ │ │ │ ├── 848654.jpg │ │ │ │ ├── 857785.jpg │ │ │ │ ├── 947293.jpg │ │ │ │ ├── 962545.jpg │ │ │ │ ├── 964670.jpg │ │ │ │ ├── 966630.jpg │ │ │ │ ├── 974982.jpg │ │ │ │ └── 984921.jpg │ │ │ ├── identifyRecord1619.jpg │ │ │ ├── identifyRecord34842.jpg │ │ │ └── identifyRecord66860.jpg │ │ │ └── application.properties │ ├── tmp │ │ └── compileJava │ │ │ └── previous-compilation-data.bin │ └── classes │ │ └── java │ │ └── main │ │ └── com │ │ └── kanshan │ │ └── tea_classify │ │ ├── entity │ │ ├── Tea.class │ │ ├── User.class │ │ ├── Record.class │ │ └── FeedBack.class │ │ ├── Utils │ │ ├── Base64Util.class │ │ ├── HttpHelper.class │ │ └── HttpRequestJsonEntity │ │ │ ├── OpenId.class │ │ │ ├── UserInfo.class │ │ │ └── AccessToken.class │ │ ├── mapper │ │ ├── TeaMapper.class │ │ ├── UserMapper.class │ │ ├── RecordMapper.class │ │ └── FeedBackMapper.class │ │ ├── config │ │ └── UploadConfig.class │ │ ├── TeaClassifyApplication.class │ │ ├── controller │ │ ├── errorController.class │ │ ├── loginController.class │ │ ├── recordController.class │ │ ├── feedbackController.class │ │ └── identifyController.class │ │ └── service │ │ └── getUserInfoService.class ├── HELP.md ├── build.gradle └── gradlew.bat ├── miniprogram-uniapp ├── pages │ ├── index │ │ ├── index.json │ │ ├── index.wxss │ │ ├── index.wxml │ │ └── index.js │ └── logs │ │ ├── logs.json │ │ ├── logs.wxss │ │ ├── logs.wxml │ │ └── logs.js ├── sitemap.json ├── app.wxss ├── app.json ├── app.js ├── utils │ └── util.js ├── .eslintrc.js └── project.config.json ├── inference-flask ├── .idea │ ├── .gitignore │ ├── inspectionProfiles │ │ ├── profiles_settings.xml │ │ └── Project_Default.xml │ ├── encodings.xml │ ├── modules.xml │ ├── misc.xml │ └── Tea_Classify_.iml ├── requirements.txt ├── ResNet34.py ├── lable.json ├── img │ ├── apple.jpg │ ├── banana.jpg │ ├── liushu.jpg │ └── sava.jpg ├── __pycache__ │ └── test.cpython-39.pyc ├── tea_wx_mini_program │ ├── __pycache__ │ │ └── db.cpython-39.pyc │ ├── db.py │ └── miniprogram.py ├── tea_dataset.py └── test.py ├── README_CN.md └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /server-springboot/.idea/.name: -------------------------------------------------------------------------------- 1 | tea_classify -------------------------------------------------------------------------------- /server-springboot/.gradle/7.4.1/gc.properties: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /server-springboot/.gradle/vcs-1/gc.properties: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /server-springboot/.gradle/7.4.1/fileChanges/last-build.bin: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /server-springboot/.gradle/7.4.1/dependencies-accessors/gc.properties: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /server-springboot/settings.gradle: -------------------------------------------------------------------------------- 1 | rootProject.name = 'tea_classify' 2 | -------------------------------------------------------------------------------- /miniprogram-uniapp/pages/index/index.json: -------------------------------------------------------------------------------- 1 | { 2 | "usingComponents": {} 3 | } -------------------------------------------------------------------------------- /inference-flask/.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | -------------------------------------------------------------------------------- /inference-flask/requirements.txt: -------------------------------------------------------------------------------- 1 | python==3.9.7 2 | flask==2.1.1 3 | torch==1.11.0 4 | torchvision==1.12.0 -------------------------------------------------------------------------------- /miniprogram-uniapp/pages/logs/logs.json: -------------------------------------------------------------------------------- 1 | { 2 | "navigationBarTitleText": "查看启动日志", 3 | "usingComponents": {} 4 | } -------------------------------------------------------------------------------- /server-springboot/.gradle/buildOutputCleanup/cache.properties: -------------------------------------------------------------------------------- 1 | #Sat May 14 11:50:09 CST 2022 2 | gradle.version=7.4.1 3 | -------------------------------------------------------------------------------- /inference-flask/ResNet34.py: 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border-box; 10 | } 11 | -------------------------------------------------------------------------------- /server-springboot/.idea/encodings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /server-springboot/build/classes/java/main/com/kanshan/tea_classify/controller/errorController.class: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/songqikong/Tea-Classify-wxminiprogram/HEAD/server-springboot/build/classes/java/main/com/kanshan/tea_classify/controller/errorController.class -------------------------------------------------------------------------------- /server-springboot/build/classes/java/main/com/kanshan/tea_classify/controller/loginController.class: -------------------------------------------------------------------------------- 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/server-springboot/src/test/java/com/kanshan/tea_classify/TeaClassifyApplicationTests.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify; 2 | 3 | import org.junit.jupiter.api.Test; 4 | import org.springframework.boot.test.context.SpringBootTest; 5 | 6 | @SpringBootTest 7 | class TeaClassifyApplicationTests { 8 | 9 | @Test 10 | void contextLoads() { 11 | } 12 | 13 | } 14 | -------------------------------------------------------------------------------- /miniprogram-uniapp/app.json: -------------------------------------------------------------------------------- 1 | { 2 | "pages":[ 3 | "pages/index/index", 4 | "pages/logs/logs" 5 | ], 6 | "window":{ 7 | "backgroundTextStyle":"light", 8 | "navigationBarBackgroundColor": "#fff", 9 | "navigationBarTitleText": "Weixin", 10 | "navigationBarTextStyle":"black" 11 | }, 12 | "style": "v2", 13 | "sitemapLocation": "sitemap.json" 14 | } 15 | -------------------------------------------------------------------------------- /inference-flask/.idea/Tea_Classify_.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /miniprogram-uniapp/pages/index/index.wxss: -------------------------------------------------------------------------------- 1 | /**index.wxss**/ 2 | .userinfo { 3 | display: flex; 4 | flex-direction: column; 5 | align-items: center; 6 | color: #aaa; 7 | } 8 | 9 | .userinfo-avatar { 10 | overflow: hidden; 11 | width: 128rpx; 12 | height: 128rpx; 13 | margin: 20rpx; 14 | border-radius: 50%; 15 | } 16 | 17 | .usermotto { 18 | margin-top: 200px; 19 | } -------------------------------------------------------------------------------- /miniprogram-uniapp/pages/logs/logs.js: -------------------------------------------------------------------------------- 1 | // logs.js 2 | const util = require('../../utils/util.js') 3 | 4 | Page({ 5 | data: { 6 | logs: [] 7 | }, 8 | onLoad() { 9 | this.setData({ 10 | logs: (wx.getStorageSync('logs') || []).map(log => { 11 | return { 12 | date: util.formatTime(new Date(log)), 13 | timeStamp: log 14 | } 15 | }) 16 | }) 17 | } 18 | }) 19 | -------------------------------------------------------------------------------- /miniprogram-uniapp/app.js: -------------------------------------------------------------------------------- 1 | // app.js 2 | App({ 3 | onLaunch() { 4 | // 展示本地存储能力 5 | const logs = wx.getStorageSync('logs') || [] 6 | logs.unshift(Date.now()) 7 | wx.setStorageSync('logs', logs) 8 | 9 | // 登录 10 | wx.login({ 11 | success: res => { 12 | // 发送 res.code 到后台换取 openId, sessionKey, unionId 13 | } 14 | }) 15 | }, 16 | globalData: { 17 | userInfo: null 18 | } 19 | }) 20 | -------------------------------------------------------------------------------- /server-springboot/.idea/misc.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/TeaClassifyApplication.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify; 2 | 3 | import org.springframework.boot.SpringApplication; 4 | import org.springframework.boot.autoconfigure.SpringBootApplication; 5 | 6 | @SpringBootApplication 7 | public class TeaClassifyApplication { 8 | 9 | public static void main(String[] args) { 10 | SpringApplication.run(TeaClassifyApplication.class, args); 11 | } 12 | 13 | } 14 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/controller/errorController.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.controller; 2 | 3 | import org.springframework.stereotype.Controller; 4 | import org.springframework.web.bind.annotation.GetMapping; 5 | import org.springframework.web.bind.annotation.RequestMapping; 6 | 7 | @Controller 8 | public class errorController { 9 | 10 | @GetMapping("/error") 11 | public String error(){ 12 | return "error"; 13 | } 14 | } 15 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/mapper/TeaMapper.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.mapper; 2 | 3 | import com.kanshan.tea_classify.entity.Tea; 4 | import org.apache.ibatis.annotations.Mapper; 5 | import org.apache.ibatis.annotations.Select; 6 | import org.springframework.stereotype.Repository; 7 | 8 | @Mapper 9 | @Repository 10 | public interface TeaMapper { 11 | @Select("select * from tea where label=#{label}") 12 | Tea findByLabel(int label); 13 | } 14 | -------------------------------------------------------------------------------- /server-springboot/build/resources/main/application.properties: -------------------------------------------------------------------------------- 1 | spring.datasource.url=jdbc:mysql://localhost:3306/tea_wx_program?characterEncoding=utf-8&serverTimezone=UTC&useUnicode=true 2 | spring.datasource.username=root 3 | spring.datasource.password=020806 4 | spring.datasource.driver-class-name=com.mysql.cj.jdbc.Driver 5 | 6 | 7 | file.accessPath=/img/** 8 | 9 | *#**?????????????* 10 | 11 | file.staticAccessPath=/img/** 12 | 13 | *#**?????????Linux?Windows?????????* 14 | 15 | file.uploadFolder=D:/teaimg/ -------------------------------------------------------------------------------- /server-springboot/src/main/resources/application.properties: -------------------------------------------------------------------------------- 1 | spring.datasource.url=jdbc:mysql://localhost:3306/tea_wx_program?characterEncoding=utf-8&serverTimezone=UTC&useUnicode=true 2 | spring.datasource.username=root 3 | spring.datasource.password=020806 4 | spring.datasource.driver-class-name=com.mysql.cj.jdbc.Driver 5 | 6 | 7 | file.accessPath=/img/** 8 | 9 | *#**?????????????* 10 | 11 | file.staticAccessPath=/img/** 12 | 13 | *#**?????????Linux?Windows?????????* 14 | 15 | file.uploadFolder=D:/teaimg/ -------------------------------------------------------------------------------- /inference-flask/.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 12 | -------------------------------------------------------------------------------- /miniprogram-uniapp/utils/util.js: -------------------------------------------------------------------------------- 1 | const formatTime = date => { 2 | const year = date.getFullYear() 3 | const month = date.getMonth() + 1 4 | const day = date.getDate() 5 | const hour = date.getHours() 6 | const minute = date.getMinutes() 7 | const second = date.getSeconds() 8 | 9 | return `${[year, month, day].map(formatNumber).join('/')} ${[hour, minute, second].map(formatNumber).join(':')}` 10 | } 11 | 12 | const formatNumber = n => { 13 | n = n.toString() 14 | return n[1] ? n : `0${n}` 15 | } 16 | 17 | module.exports = { 18 | formatTime 19 | } 20 | -------------------------------------------------------------------------------- /server-springboot/.idea/dataSources.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | mysql.8 6 | true 7 | com.mysql.cj.jdbc.Driver 8 | jdbc:mysql://localhost:3306 9 | $ProjectFileDir$ 10 | 11 | 12 | -------------------------------------------------------------------------------- /server-springboot/HELP.md: -------------------------------------------------------------------------------- 1 | # Getting Started 2 | 3 | ### Reference Documentation 4 | For further reference, please consider the following sections: 5 | 6 | * [Official Gradle documentation](https://docs.gradle.org) 7 | * [Spring Boot Gradle Plugin Reference Guide](https://docs.spring.io/spring-boot/docs/2.6.7/gradle-plugin/reference/html/) 8 | * [Create an OCI image](https://docs.spring.io/spring-boot/docs/2.6.7/gradle-plugin/reference/html/#build-image) 9 | 10 | ### Additional Links 11 | These additional references should also help you: 12 | 13 | * [Gradle Build Scans – insights for your project's build](https://scans.gradle.com#gradle) 14 | 15 | -------------------------------------------------------------------------------- /server-springboot/.idea/gradle.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 16 | 17 | -------------------------------------------------------------------------------- /miniprogram-uniapp/.eslintrc.js: -------------------------------------------------------------------------------- 1 | /* 2 | * Eslint config file 3 | * Documentation: https://eslint.org/docs/user-guide/configuring/ 4 | * Install the Eslint extension before using this feature. 5 | */ 6 | module.exports = { 7 | env: { 8 | es6: true, 9 | browser: true, 10 | node: true, 11 | }, 12 | ecmaFeatures: { 13 | modules: true, 14 | }, 15 | parserOptions: { 16 | ecmaVersion: 2018, 17 | sourceType: 'module', 18 | }, 19 | globals: { 20 | wx: true, 21 | App: true, 22 | Page: true, 23 | getCurrentPages: true, 24 | getApp: true, 25 | Component: true, 26 | requirePlugin: true, 27 | requireMiniProgram: true, 28 | }, 29 | // extends: 'eslint:recommended', 30 | rules: {}, 31 | } 32 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/Utils/Base64Util.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.Utils; 2 | import javax.xml.bind.DatatypeConverter; 3 | import java.io.*; 4 | 5 | 6 | public class Base64Util { 7 | public static String strToImg(String base64Str, String photoUrl){ 8 | String base64Image = base64Str.split(",")[1]; 9 | byte[] imageBytes = javax.xml.bind.DatatypeConverter.parseBase64Binary(base64Image); 10 | File file = new File(photoUrl); 11 | try (OutputStream outputStream = new BufferedOutputStream(new FileOutputStream(file))) { 12 | outputStream.write(imageBytes); 13 | } catch (IOException e) { 14 | e.printStackTrace(); 15 | } 16 | 17 | return photoUrl; 18 | } 19 | } -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/Utils/HttpRequestJsonEntity/OpenId.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.Utils.HttpRequestJsonEntity; 2 | 3 | public class OpenId { 4 | String session_key; 5 | String openid; 6 | String unionid; 7 | 8 | public String getSession_key() { 9 | return session_key; 10 | } 11 | 12 | public void setSession_key(String session_key) { 13 | this.session_key = session_key; 14 | } 15 | 16 | public String getOpenid() { 17 | return openid; 18 | } 19 | 20 | public void setOpenid(String openid) { 21 | this.openid = openid; 22 | } 23 | 24 | public String getUnionid() { 25 | return unionid; 26 | } 27 | 28 | public void setUnionid(String unionid) { 29 | this.unionid = unionid; 30 | } 31 | } 32 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/mapper/RecordMapper.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.mapper; 2 | 3 | import com.kanshan.tea_classify.entity.Record; 4 | import org.apache.ibatis.annotations.Insert; 5 | import org.apache.ibatis.annotations.Mapper; 6 | import org.apache.ibatis.annotations.Options; 7 | import org.apache.ibatis.annotations.Select; 8 | import org.springframework.stereotype.Repository; 9 | 10 | import java.util.List; 11 | 12 | @Mapper 13 | @Repository 14 | public interface RecordMapper { 15 | // 插入记录 16 | @Insert("insert into record(labels,openid,img_src) values (#{labels},#{openid},#{img_src})") 17 | @Options(useGeneratedKeys=true, keyProperty="id") 18 | void insert(Record record); 19 | 20 | @Select("select * from record where openid=#{openid}") 21 | List findByOpenId(String openid); 22 | } 23 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/mapper/UserMapper.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.mapper; 2 | 3 | import com.kanshan.tea_classify.entity.User; 4 | import org.apache.ibatis.annotations.Insert; 5 | import org.apache.ibatis.annotations.Mapper; 6 | import org.apache.ibatis.annotations.Param; 7 | import org.apache.ibatis.annotations.Select; 8 | import org.springframework.stereotype.Repository; 9 | 10 | @Mapper 11 | @Repository 12 | public interface UserMapper { 13 | // 新建用户 14 | @Insert("insert into user(openid,ava_src,name) values (#{openid},#{ava_src},#{name})") 15 | void insert(User user); 16 | @Select("select * from user where name=#{openid} and password=#{openid}") 17 | User select(User user); 18 | // 通过id寻找用户 19 | @Select("select * from user where openid=#{arg0}") 20 | User findById(String openid); 21 | 22 | } 23 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/config/UploadConfig.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.config; 2 | 3 | import org.springframework.beans.factory.annotation.Value; 4 | import org.springframework.context.annotation.Configuration; 5 | import org.springframework.web.servlet.config.annotation.ResourceHandlerRegistry; 6 | import org.springframework.web.servlet.config.annotation.WebMvcConfigurer; 7 | 8 | /*** 9 | *** *设置虚拟路径，访问绝对路径下资源* 10 | **/ 11 | 12 | @Configuration 13 | public class UploadConfig implements WebMvcConfigurer { 14 | @Value("${file.staticAccessPath}") 15 | private String staticAccessPath; 16 | @Value("${file.uploadFolder}") 17 | private String uploadFolder; 18 | @Override 19 | public void addResourceHandlers(ResourceHandlerRegistry registry) { 20 | registry.addResourceHandler(staticAccessPath).addResourceLocations("file:" + uploadFolder); 21 | } 22 | } 23 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/mapper/FeedBackMapper.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.mapper; 2 | 3 | import com.kanshan.tea_classify.entity.FeedBack; 4 | import com.kanshan.tea_classify.entity.Record; 5 | import org.apache.ibatis.annotations.*; 6 | import org.springframework.stereotype.Repository; 7 | 8 | import java.util.List; 9 | 10 | @Mapper 11 | @Repository 12 | public interface FeedBackMapper { 13 | @Insert("insert into feedback(openid,img_src,label,permission) values (#{openid},#{img_src},#{label},#{permission})") 14 | @Options(useGeneratedKeys=true, keyProperty="id") 15 | void insert(FeedBack feedBack); 16 | 17 | @Select("select * from feedback where openid=#{openid} and permission=0") 18 | List findByOpenId(String openid); 19 | 20 | @Update("update feedback set permission=#{permission} where id=#{id}") 21 | void updatePermission(int id, int permission); 22 | } 23 | -------------------------------------------------------------------------------- /server-springboot/.idea/jarRepositories.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 9 | 10 | 14 | 15 | 19 | 20 | -------------------------------------------------------------------------------- /miniprogram-uniapp/pages/index/index.wxml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 请使用1.4.4及以上版本基础库 14 | 15 | 16 | 17 | {{userInfo.nickName}} 18 | 19 | 20 | 21 | {{motto}} 22 | 23 | 24 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/Utils/HttpRequestJsonEntity/AccessToken.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.Utils.HttpRequestJsonEntity; 2 | 3 | public class AccessToken { 4 | String access_token; 5 | int expires_in; 6 | int errcode; 7 | String errmsg; 8 | 9 | public String getAccess_token() { 10 | return access_token; 11 | } 12 | 13 | public void setAccess_token(String access_token) { 14 | this.access_token = access_token; 15 | } 16 | 17 | public int getExpires_in() { 18 | return expires_in; 19 | } 20 | 21 | public void setExpires_in(int expires_in) { 22 | this.expires_in = expires_in; 23 | } 24 | 25 | public int getErrcode() { 26 | return errcode; 27 | } 28 | 29 | public void setErrcode(int errcode) { 30 | this.errcode = errcode; 31 | } 32 | 33 | public String getErrmsg() { 34 | return errmsg; 35 | } 36 | 37 | public void setErrmsg(String errmsg) { 38 | this.errmsg = errmsg; 39 | } 40 | } 41 | -------------------------------------------------------------------------------- /server-springboot/build.gradle: -------------------------------------------------------------------------------- 1 | plugins { 2 | id 'org.springframework.boot' version '2.6.7' 3 | id 'io.spring.dependency-management' version '1.0.11.RELEASE' 4 | id 'java' 5 | } 6 | 7 | group = 'com.kanshan' 8 | version = '0.0.1-SNAPSHOT' 9 | sourceCompatibility = '11' 10 | 11 | repositories { 12 | mavenCentral() 13 | } 14 | 15 | dependencies { 16 | implementation 'org.springframework.boot:spring-boot-configuration-processor' 17 | implementation 'jakarta.xml.bind:jakarta.xml.bind-api:2.3.3' 18 | implementation 'com.google.code.gson:gson' 19 | implementation 'org.springframework.boot:spring-boot-starter' 20 | implementation 'org.apache.httpcomponents:httpclient' 21 | implementation 'org.springframework.boot:spring-boot-starter-web' 22 | runtimeOnly 'mysql:mysql-connector-java' 23 | implementation 'org.mybatis.spring.boot:mybatis-spring-boot-starter:2.2.2' 24 | implementation 'org.springframework.boot:spring-boot-starter-jdbc' 25 | testImplementation 'org.springframework.boot:spring-boot-starter-test' 26 | } 27 | 28 | tasks.named('test') { 29 | useJUnitPlatform() 30 | } 31 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/entity/User.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.entity; 2 | 3 | public class User { 4 | String openid; 5 | String ava_src; 6 | String name; 7 | int group; 8 | 9 | public User(String openid, String ava_src, String name, int group) { 10 | this.openid = openid; 11 | this.ava_src = ava_src; 12 | this.name = name; 13 | this.group = group; 14 | } 15 | 16 | public String getOpenid() { 17 | return openid; 18 | } 19 | 20 | public void setOpenid(String openid) { 21 | this.openid = openid; 22 | } 23 | 24 | public String getAva_src() { 25 | return ava_src; 26 | } 27 | 28 | public void setAva_src(String ava_src) { 29 | this.ava_src = ava_src; 30 | } 31 | 32 | public String getName() { 33 | return name; 34 | } 35 | 36 | public void setName(String name) { 37 | this.name = name; 38 | } 39 | 40 | public int getGroup() { 41 | return group; 42 | } 43 | 44 | public void setGroup(int group) { 45 | this.group = group; 46 | } 47 | } 48 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/entity/Tea.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.entity; 2 | 3 | public class Tea { 4 | int label; 5 | String name; 6 | String description; 7 | String url; 8 | 9 | public Tea(int label, String name, String description, String url) { 10 | this.label = label; 11 | this.name = name; 12 | this.description = description; 13 | this.url = url; 14 | } 15 | 16 | public String getUrl() { 17 | return url; 18 | } 19 | 20 | public void setUrl(String url) { 21 | this.url = url; 22 | } 23 | 24 | public int getLabel() { 25 | return label; 26 | } 27 | 28 | public void setLabel(int label) { 29 | this.label = label; 30 | } 31 | 32 | public String getName() { 33 | return name; 34 | } 35 | 36 | public void setName(String name) { 37 | this.name = name; 38 | } 39 | 40 | public String getDescription() { 41 | return description; 42 | } 43 | 44 | public void setDescription(String description) { 45 | this.description = description; 46 | } 47 | } 48 | -------------------------------------------------------------------------------- /miniprogram-uniapp/pages/index/index.js: -------------------------------------------------------------------------------- 1 | // index.js 2 | // 获取应用实例 3 | const app = getApp() 4 | 5 | Page({ 6 | data: { 7 | motto: 'Hello World', 8 | userInfo: {}, 9 | hasUserInfo: false, 10 | canIUse: wx.canIUse('button.open-type.getUserInfo'), 11 | canIUseGetUserProfile: false, 12 | canIUseOpenData: wx.canIUse('open-data.type.userAvatarUrl') && wx.canIUse('open-data.type.userNickName') // 如需尝试获取用户信息可改为false 13 | }, 14 | // 事件处理函数 15 | bindViewTap() { 16 | wx.navigateTo({ 17 | url: '../logs/logs' 18 | }) 19 | }, 20 | onLoad() { 21 | if (wx.getUserProfile) { 22 | this.setData({ 23 | canIUseGetUserProfile: true 24 | }) 25 | } 26 | }, 27 | getUserProfile(e) { 28 | // 推荐使用wx.getUserProfile获取用户信息，开发者每次通过该接口获取用户个人信息均需用户确认，开发者妥善保管用户快速填写的头像昵称，避免重复弹窗 29 | wx.getUserProfile({ 30 | desc: '展示用户信息', // 声明获取用户个人信息后的用途，后续会展示在弹窗中，请谨慎填写 31 | success: (res) => { 32 | console.log(res) 33 | this.setData({ 34 | userInfo: res.userInfo, 35 | hasUserInfo: true 36 | }) 37 | } 38 | }) 39 | }, 40 | getUserInfo(e) { 41 | // 不推荐使用getUserInfo获取用户信息，预计自2021年4月13日起，getUserInfo将不再弹出弹窗，并直接返回匿名的用户个人信息 42 | console.log(e) 43 | this.setData({ 44 | userInfo: e.detail.userInfo, 45 | hasUserInfo: true 46 | }) 47 | } 48 | }) 49 | -------------------------------------------------------------------------------- /inference-flask/tea_dataset.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | import numpy as np 4 | import torch 5 | from PIL import Image 6 | from torch.utils.data import Dataset 7 | 8 | 9 | class TeaDataSet(Dataset): 10 | def __init__(self, root_dir, image_dir, transform): 11 | self.root_dir = root_dir 12 | self.image_dir = image_dir 13 | self.image_path = os.path.join(self.root_dir, self.image_dir) 14 | self.image_list = os.listdir(self.image_path) 15 | self.transform = transform 16 | self.image_list.sort() 17 | 18 | def __getitem__(self, idx): 19 | global label 20 | img_name = self.image_list[idx] 21 | img_item_path = os.path.join(self.root_dir, self.image_dir, img_name) 22 | img = Image.open(img_item_path) 23 | # img = Image.fromarray(img) 24 | # img = np.array(img) 25 | 26 | # print(img_name) 27 | for idx in range(len(img_name)): 28 | if img_name[idx] == '_': 29 | label = img_name[0:idx] 30 | label = int(label) 31 | break 32 | 33 | # label = int(label) - 1 34 | label = np.array(label) 35 | label = torch.from_numpy(label) 36 | # print("target type is {}".format(type(label))) 37 | img = self.transform(img) 38 | 39 | return img, label 40 | 41 | def __len__(self): 42 | return len(self.image_list) -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/service/getUserInfoService.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.service; 2 | 3 | public class getUserInfoService { 4 | 5 | // if(user == null){ 6 | // // 获取accessToken,用来请求用户信息 7 | // String TokenUrl = "https://api.weixin.qq.com/cgi-bin/token?grant_type=client_credential&appid=" 8 | // + APPID + 9 | // "&secret=" 10 | // + SECRET; 11 | // String tokenResult = HttpHelper.doGet(TokenUrl); 12 | // System.out.println(tokenResult); 13 | // AccessToken accessToken = gson.fromJson(tokenResult, AccessToken.class); 14 | // 15 | //// 请求用户信息 16 | // String infoUrl = "https://api.weixin.qq.com/sns/userinfo?access_token=" + 17 | // accessToken.getAccess_token() + 18 | // "&openid=" + 19 | // openId.getOpenid(); 20 | // 21 | // String infoResult = HttpHelper.doGet(infoUrl); 22 | // System.out.println(infoResult); 23 | // UserInfo userInfo = gson.fromJson(infoResult, UserInfo.class); 24 | // 25 | // user = new User(openId.getOpenid(), "ava" ,"name"); 26 | //// System.out.println(user.getOpenid()); 27 | // 28 | // userMapper.insert(user); 29 | // } 30 | } 31 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/entity/Record.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.entity; 2 | 3 | public class Record { 4 | int id; 5 | String labels; 6 | String img_src; 7 | String openid; 8 | 9 | public Record(int id, String labels, String img_src, String openid) { 10 | this.id = id; 11 | this.labels = labels; 12 | this.img_src = img_src; 13 | this.openid = openid; 14 | } 15 | 16 | public Record(String labels, String img_src, String openid) { 17 | this.labels = labels; 18 | this.img_src = img_src; 19 | this.openid = openid; 20 | } 21 | 22 | public int getId() { 23 | return id; 24 | } 25 | 26 | public void setId(int id) { 27 | this.id = id; 28 | } 29 | 30 | public String getLabels() { 31 | return labels; 32 | } 33 | 34 | public void setLabels(String labels) { 35 | this.labels = labels; 36 | } 37 | 38 | public String getImg_src() { 39 | return img_src; 40 | } 41 | 42 | public void setImg_src(String img_src) { 43 | this.img_src = img_src; 44 | } 45 | 46 | public String getOpenid() { 47 | return openid; 48 | } 49 | 50 | public void setOpenid(String openid) { 51 | this.openid = openid; 52 | } 53 | 54 | @Override 55 | public String toString() { 56 | return "Record: id = "+ id + ", labels = " + labels + ", img_src = "+ img_src + ", openid = "+ openid; 57 | } 58 | } 59 | -------------------------------------------------------------------------------- /inference-flask/tea_wx_mini_program/db.py: -------------------------------------------------------------------------------- 1 | from flask import Flask 2 | from flask_sqlalchemy import SQLAlchemy 3 | import pymysql 4 | 5 | pymysql.install_as_MySQLdb() 6 | 7 | app = Flask(__name__) 8 | 9 | 10 | class Config(object): 11 | """配置参数""" 12 | # 设置连接数据库的URL 13 | user = 'root' 14 | password = '020806' 15 | database = 'tea_wx_program' 16 | app.config['SQLALCHEMY_DATABASE_URI'] = 'mysql://%s:%s@127.0.0.1:3306/%s' % (user, password, database) 17 | 18 | # 设置sqlalchemy自动更跟踪数据库 19 | SQLALCHEMY_TRACK_MODIFICATIONS = True 20 | 21 | # 查询时会显示原始SQL语句 22 | app.config['SQLALCHEMY_ECHO'] = True 23 | 24 | # 禁止自动提交数据处理 25 | app.config['SQLALCHEMY_COMMIT_ON_TEARDOWN'] = False 26 | 27 | 28 | # 读取配置 29 | app.config.from_object(Config) 30 | 31 | # 创建数据库sqlalchemy工具对象 32 | db = SQLAlchemy(app) 33 | 34 | 35 | class User(db.Model): 36 | # 定义表名 37 | __tablename__ = 'user' 38 | # 定义字段 39 | openid = db.Column(db.String(255), primary_key=True) 40 | ava_src = db.Column(db.String(255)) 41 | 42 | def __init__(self, openid, ava_src): 43 | self.openid = openid 44 | self.ava_src = openid 45 | 46 | 47 | class Record(db.Model): 48 | # 定义表名 49 | __tablename__ = 'record' 50 | # 定义字段 51 | openid = db.Column(db.String(255), db.ForeignKey('user.open')) 52 | img_src = db.Column(db.String(255)) 53 | label = db.Column(db.Integer) 54 | id = db.Column(db.Integer, primary_key=True) 55 | 56 | def __init__(self, openid, img_src, label, id): 57 | self.openid = openid 58 | self.img_src = img_src 59 | self.label = label 60 | self.id = id 61 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/entity/FeedBack.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.entity; 2 | 3 | public class FeedBack { 4 | int id; 5 | String openid; 6 | String img_src; 7 | String label; 8 | int permission; 9 | 10 | public FeedBack(int id, String openid, String img_src, String label, int permission) { 11 | this.id = id; 12 | this.openid = openid; 13 | this.img_src = img_src; 14 | this.label = label; 15 | this.permission = permission; 16 | } 17 | 18 | public FeedBack(String openid, String img_src, String label, int permission) { 19 | this.openid = openid; 20 | this.img_src = img_src; 21 | this.label = label; 22 | this.permission = permission; 23 | } 24 | 25 | public int getId() { 26 | return id; 27 | } 28 | 29 | public void setId(int id) { 30 | this.id = id; 31 | } 32 | 33 | public String getOpenid() { 34 | return openid; 35 | } 36 | 37 | public void setOpenid(String openid) { 38 | this.openid = openid; 39 | } 40 | 41 | public String getImg_src() { 42 | return img_src; 43 | } 44 | 45 | public void setImg_src(String img_src) { 46 | this.img_src = img_src; 47 | } 48 | 49 | public String getLabel() { 50 | return label; 51 | } 52 | 53 | public void setLabel(String label) { 54 | this.label = label; 55 | } 56 | 57 | public int getPermission() { 58 | return permission; 59 | } 60 | 61 | public void setPermission(int permission) { 62 | this.permission = permission; 63 | } 64 | } 65 | -------------------------------------------------------------------------------- /inference-flask/tea_wx_mini_program/miniprogram.py: -------------------------------------------------------------------------------- 1 | import base64 2 | from io import BytesIO 3 | import json 4 | 5 | import requests 6 | from PIL import Image 7 | from flask import request, Flask 8 | 9 | from test import Test 10 | 11 | from db import * 12 | 13 | app = Flask(__name__) 14 | 15 | 16 | @app.route('/identify', methods=['POST']) 17 | def identify(): 18 | base64photo = request.form['photo'] 19 | base64photo = base64photo.split(",")[1] 20 | moduleid = request.form['module'] 21 | print(type(moduleid)) 22 | 23 | SECRET = request.form['secret'] 24 | if SECRET == "c656e210bde0cda4f833c5f507364d48": 25 | imgbytes = base64.b64decode(base64photo) 26 | img_stream = BytesIO(imgbytes) 27 | img = Image.open(img_stream) 28 | 29 | test = Test(img, moduleid) 30 | 31 | result = test.test() 32 | 33 | return result 34 | else: 35 | return "unauthorized" 36 | 37 | 38 | @app.route('/wxLogin', methods=['GET']) 39 | def wxlogin(): 40 | JSCODE = request.args.get("code") 41 | # print("code is :{}".format(JSCODE)) 42 | APPID = "wx81389333e069203f" 43 | SECRET = "c656e210bde0cda4f833c5f507364d48" 44 | 45 | url = "https://api.weixin.qq.com/sns/jscode2session" \ 46 | "?appid={}&secret={}&js_code={}&grant_type=authorization_code".format(APPID, SECRET, JSCODE) 47 | 48 | if JSCODE is None: 49 | return "未获取到正确Code" 50 | else: 51 | res = requests.get(url) 52 | 53 | dict = json.loads(res.text) 54 | openid = dict['openid'] 55 | 56 | user = User.query.filter_by(openid = openid).all() 57 | print(user) 58 | 59 | return dict['openid'] 60 | 61 | 62 | if __name__ == '__main__': 63 | app.debug = True 64 | app.run() 65 | app.run(debug=True) 66 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/controller/feedbackController.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.controller; 2 | 3 | import com.google.gson.Gson; 4 | import com.kanshan.tea_classify.entity.FeedBack; 5 | import com.kanshan.tea_classify.mapper.FeedBackMapper; 6 | import org.springframework.beans.factory.annotation.Autowired; 7 | import org.springframework.web.bind.annotation.PostMapping; 8 | import org.springframework.web.bind.annotation.RequestBody; 9 | import org.springframework.web.bind.annotation.RestController; 10 | 11 | import java.util.Map; 12 | 13 | @RestController 14 | public class feedbackController { 15 | @Autowired 16 | private FeedBackMapper feedBackMapper; 17 | 18 | @PostMapping("/feedback") 19 | public String feedback(@RequestBody Map paramMap){ 20 | String openid = paramMap.get("openid"); 21 | String img_src = paramMap.get("img_src"); 22 | String label = paramMap.get("label"); 23 | 24 | feedBackMapper.insert(new FeedBack(openid, img_src, label, 0)); 25 | 26 | return "success"; 27 | } 28 | 29 | @PostMapping("/getfeedback") 30 | public String getfeedback(@RequestBody Map paramMap){ 31 | String openid = paramMap.get("openid"); 32 | 33 | feedBackMapper.findByOpenId(openid); 34 | 35 | Gson gson = new Gson(); 36 | return gson.toJson(feedBackMapper.findByOpenId(openid)); 37 | } 38 | 39 | @PostMapping("/updatePermission") 40 | public String updatePermission(@RequestBody Map paramMap){ 41 | String id = paramMap.get("reviewid"); 42 | String permission = paramMap.get("permission"); 43 | System.out.println(id + "##" + permission); 44 | 45 | feedBackMapper.updatePermission(Integer.parseInt(id), Integer.parseInt(permission)); 46 | 47 | return "successes"; 48 | } 49 | } 50 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/controller/recordController.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.controller; 2 | 3 | import com.google.gson.Gson; 4 | import com.kanshan.tea_classify.entity.Record; 5 | import com.kanshan.tea_classify.entity.Tea; 6 | import com.kanshan.tea_classify.mapper.RecordMapper; 7 | import com.kanshan.tea_classify.mapper.TeaMapper; 8 | import org.springframework.beans.factory.annotation.Autowired; 9 | import org.springframework.web.bind.annotation.PostMapping; 10 | import org.springframework.web.bind.annotation.RequestBody; 11 | import org.springframework.web.bind.annotation.RestController; 12 | 13 | import java.util.ArrayList; 14 | import java.util.List; 15 | import java.util.Map; 16 | 17 | @RestController 18 | public class recordController { 19 | @Autowired 20 | private RecordMapper recordMapper; 21 | @Autowired 22 | private TeaMapper teaMapper; 23 | 24 | @PostMapping("/record") 25 | public String record(@RequestBody Map paramMap){ 26 | String openid = paramMap.get("openid"); 27 | System.out.println("获取的openid为" + openid); 28 | 29 | List recordList = new ArrayList(); 30 | recordList = recordMapper.findByOpenId(openid); 31 | 32 | Gson gson = new Gson(); 33 | return gson.toJson(recordList); 34 | } 35 | 36 | @PostMapping("/recordToResult") 37 | public String recordToResult(@RequestBody Map paramMap){ 38 | String labelsStr = paramMap.get("labelstr"); 39 | 40 | String[] labels = labelsStr.split(","); 41 | List teas = new ArrayList<>(); 42 | 43 | // 通过label获取茶叶的相关信息 44 | for(String label : labels){ 45 | teas.add(teaMapper.findByLabel(Integer.parseInt(label))); 46 | } 47 | 48 | Gson gson = new Gson(); 49 | return gson.toJson(teas); 50 | } 51 | } 52 | -------------------------------------------------------------------------------- /README_CN.md: -------------------------------------------------------------------------------- 1 | # 茶叶分类微信小程序 2 | 3 | 这是一个用于茶叶分类的微信小程序项目，分为三个主要部分： 4 | 5 | 1. **微信小程序前端 (`./miniprogram-uniapp`)**： 6 | - 该部分用于用户交互，使用 Uniapp 编写。 7 | - 可以使用 HBuilder 部署。 8 | 9 | 2. **服务端 (`./server-springboot`)**： 10 | - 该部分用于存储用户数据和识别结果。 11 | - 使用 Spring Boot 编写，并使用 Gradle 进行包管理。 12 | 13 | 3. **推理端 (`./inference-flask`)**： 14 | - 该部分用于推理模型。 15 | - 我们将训练好的权重部署在 Python 的 Flask Web 容器中，通过 HTTP 与服务端进行通讯。 16 | 17 | 另外，我们使用 PyTorch 训练了用于茶叶识别的权重文件，分别采用了 ResNet34 和 VGG16 网络结构，数据集是通过互联网采集的茶叶图片。数据集项目地址：[茶叶数据集](https://github.com/songqikong/chinese_tea_dataset)。训练后的识别准确率可以达到 89.1%。 18 | 19 | ## 使用说明 20 | 21 | 1. **下载模型权重文件**： 22 | - 请在 [百度网盘](https://pan.baidu.com/s/1CNr7CRNAQYlxL8bqt-tKUQ?pwd=e220) 下载模型权重文件并放在 `./inference-flask/net` 目录下。 23 | 24 | 2. **部署服务端**： 25 | - 请使用 JDK 1.8。 26 | 27 | 3. **部署推理端**： 28 | - 环境要求： 29 | - Python 3.9.7 30 | - Flask 2.1.1 31 | - PyTorch 1.11.0 32 | - Torchvision 1.12.0 33 | 34 | 4. **部署**： 35 | - 将微信小程序前端、服务端和推理端部署在同一设备上。 36 | - 确保三端可以在局域网内通讯。 37 | 38 | ## 项目结构 39 | 40 | ``` 41 | ├── miniprogram-uniapp # 微信小程序前端 42 | ├── server-springboot # 服务端 43 | ├── inference-flask # 推理端 44 | │ └── net # 模型权重文件目录 45 | ``` 46 | 47 | ## 快速开始 48 | 49 | ### 前端 (微信小程序) 50 | 51 | 1. 在 HBuilder 中打开 `./miniprogram-uniapp`。 52 | 2. 按照 HBuilder 的说明部署小程序。 53 | 54 | ### 后端 (Spring Boot 服务) 55 | 56 | 1. 进入 `./server-springboot` 目录。 57 | 2. 使用 Gradle 构建并运行项目： 58 | ```sh 59 | ./gradlew bootRun 60 | ``` 61 | 62 | ### 推理端 (Flask) 63 | 64 | 1. 进入 `./inference-flask` 目录。 65 | 2. 设置 Python 环境并安装依赖： 66 | ```sh 67 | conda create -n teaclassify 68 | pip install -r requirements.txt 69 | ``` 70 | 3. 运行 Flask 应用： 71 | ```sh 72 | flask run 73 | ``` 74 | 75 | ## 通讯设置 76 | 77 | - 确保前端、后端和推理端都在同一设备上，并能通过局域网通讯。 78 | - 在相应的配置文件中配置必要的 IP 地址和端口。 79 | 80 | ## 贡献者 81 | 82 | - 项目维护者：[SongqiKong](https://github.com/songqikong) 83 | 84 | ## 许可证 85 | 86 | 本项目使用 MIT 许可证 - 详见 [LICENSE](LICENSE) 文件。 87 | 88 | --- 89 | 90 | 欢迎贡献和提交问题，如果你遇到任何问题，请随时联系！ -------------------------------------------------------------------------------- /miniprogram-uniapp/project.config.json: -------------------------------------------------------------------------------- 1 | { 2 | "description": "项目配置文件", 3 | "packOptions": { 4 | "ignore": [ 5 | { 6 | "type": "file", 7 | "value": ".eslintrc.js" 8 | } 9 | ] 10 | }, 11 | "setting": { 12 | "urlCheck": true, 13 | "es6": true, 14 | "enhance": true, 15 | "postcss": true, 16 | "preloadBackgroundData": false, 17 | "minified": true, 18 | "newFeature": false, 19 | "coverView": true, 20 | "nodeModules": false, 21 | "autoAudits": false, 22 | "showShadowRootInWxmlPanel": true, 23 | "scopeDataCheck": false, 24 | "uglifyFileName": false, 25 | "checkInvalidKey": true, 26 | "checkSiteMap": true, 27 | "uploadWithSourceMap": true, 28 | "compileHotReLoad": false, 29 | "lazyloadPlaceholderEnable": false, 30 | "useMultiFrameRuntime": true, 31 | "useApiHook": true, 32 | "useApiHostProcess": true, 33 | "babelSetting": { 34 | "ignore": [], 35 | "disablePlugins": [], 36 | "outputPath": "" 37 | }, 38 | "enableEngineNative": false, 39 | "useIsolateContext": false, 40 | "userConfirmedBundleSwitch": false, 41 | "packNpmManually": false, 42 | "packNpmRelationList": [], 43 | "minifyWXSS": true, 44 | "disableUseStrict": false, 45 | "minifyWXML": true, 46 | "showES6CompileOption": false, 47 | "useCompilerPlugins": false 48 | }, 49 | "compileType": "miniprogram", 50 | "libVersion": "2.19.4", 51 | "appid": "wx81389333e069203f", 52 | "projectname": "tea_classify_wx_program", 53 | "debugOptions": { 54 | "hidedInDevtools": [] 55 | }, 56 | "scripts": {}, 57 | "staticServerOptions": { 58 | "baseURL": "", 59 | "servePath": "" 60 | }, 61 | "isGameTourist": false, 62 | "condition": { 63 | "search": { 64 | "list": [] 65 | }, 66 | "conversation": { 67 | "list": [] 68 | }, 69 | "game": { 70 | "list": [] 71 | }, 72 | "plugin": { 73 | "list": [] 74 | }, 75 | "gamePlugin": { 76 | "list": [] 77 | }, 78 | "miniprogram": { 79 | "list": [] 80 | } 81 | } 82 | } -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/Utils/HttpRequestJsonEntity/UserInfo.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.Utils.HttpRequestJsonEntity; 2 | 3 | public class UserInfo { 4 | String subscribe; 5 | String openid; 6 | String nickname; 7 | int sex; 8 | String language; 9 | String city; 10 | String province; 11 | String country; 12 | 13 | public String getSubscribe() { 14 | return subscribe; 15 | } 16 | 17 | public void setSubscribe(String subscribe) { 18 | this.subscribe = subscribe; 19 | } 20 | 21 | public String getOpenid() { 22 | return openid; 23 | } 24 | 25 | public void setOpenid(String openid) { 26 | this.openid = openid; 27 | } 28 | 29 | public String getNickname() { 30 | return nickname; 31 | } 32 | 33 | public void setNickname(String nickname) { 34 | this.nickname = nickname; 35 | } 36 | 37 | public int getSex() { 38 | return sex; 39 | } 40 | 41 | public void setSex(int sex) { 42 | this.sex = sex; 43 | } 44 | 45 | public String getLanguage() { 46 | return language; 47 | } 48 | 49 | public void setLanguage(String language) { 50 | this.language = language; 51 | } 52 | 53 | public String getCity() { 54 | return city; 55 | } 56 | 57 | public void setCity(String city) { 58 | this.city = city; 59 | } 60 | 61 | public String getProvince() { 62 | return province; 63 | } 64 | 65 | public void setProvince(String province) { 66 | this.province = province; 67 | } 68 | 69 | public String getCountry() { 70 | return country; 71 | } 72 | 73 | public void setCountry(String country) { 74 | this.country = country; 75 | } 76 | 77 | public String getHeadimgurl() { 78 | return headimgurl; 79 | } 80 | 81 | public void setHeadimgurl(String headimgurl) { 82 | this.headimgurl = headimgurl; 83 | } 84 | 85 | public String getSubscribe_time() { 86 | return subscribe_time; 87 | } 88 | 89 | public void setSubscribe_time(String subscribe_time) { 90 | this.subscribe_time = subscribe_time; 91 | } 92 | 93 | public String getUnionid() { 94 | return unionid; 95 | } 96 | 97 | public void setUnionid(String unionid) { 98 | this.unionid = unionid; 99 | } 100 | 101 | String headimgurl; 102 | String subscribe_time; 103 | String unionid; 104 | } 105 | -------------------------------------------------------------------------------- /inference-flask/test.py: -------------------------------------------------------------------------------- 1 | import json 2 | 3 | import torch 4 | from PIL import Image 5 | from torchvision import transforms 6 | 7 | 8 | class Test: 9 | def __init__(self, img, moduleid): 10 | self.img = img 11 | self.moduleid = moduleid 12 | 13 | def maxTensor(self, array): 14 | max = 0 15 | for idx in range(1 ,20): 16 | if(array[idx] > array[max]): 17 | max = idx 18 | return max 19 | 20 | def test(self): 21 | # 导入中文标签 22 | global module 23 | file = open("D:\\Coding\\PythonWeb\\Tea_Classify_\\lable.json", 'r') 24 | dict = json.load(file) 25 | img = self.img 26 | 27 | # 测试用transform 28 | transforms_test = transforms.Compose([ 29 | transforms.Resize(500), 30 | transforms.CenterCrop(500), 31 | transforms.Resize((224, 224)), 32 | transforms.ToTensor(), 33 | transforms.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010)) 34 | ]) 35 | 36 | if img != None: 37 | # 加载网络 38 | if self.moduleid == "0": 39 | module = torch.load("D:\\Coding\\PythonWeb\\Tea_Classify_\\net\\resnet.pth", map_location=torch.device('cpu')) 40 | if self.moduleid == "1": 41 | module = torch.load("D:\\Coding\\PythonWeb\\Tea_Classify_\\net\\vgg.pth", map_location=torch.device('cpu')) 42 | module.eval() 43 | 44 | img = transforms_test(img) 45 | img = torch.reshape(img, (1, 3, 224, 224)) 46 | 47 | with torch.no_grad(): 48 | output = module(img) 49 | output = output[0] 50 | print(output) 51 | 52 | max = self.maxTensor(output) 53 | temp = output[max].item() 54 | if temp < 15 and self.moduleid == "0": 55 | # print("-1") 56 | return "-1" 57 | output[max] = 0 58 | second = self.maxTensor(output) 59 | output[second] = 0 60 | last = self.maxTensor(output) 61 | 62 | return "{},{},{}".format(max,second,last) 63 | 64 | # output = str(output) 65 | # for idx in range(len(output) - 1): 66 | # # print(idx) 67 | # if output[idx] == "]": 68 | # output = output[8:idx] 69 | # return "编号：{} ， 名字为：{}".format(output, dict[str(output)]) 70 | 71 | 72 | if __name__ == '__main__': 73 | url = "D:\\Coding\\PythonWeb\\Tea_Classify_\\img\\liushu.jpg" 74 | img = Image.open(url) 75 | test = Test(img) 76 | result = test.test() 77 | print(result) 78 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/controller/loginController.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.controller; 2 | import com.google.gson.Gson; 3 | import com.kanshan.tea_classify.Utils.HttpHelper; 4 | import com.kanshan.tea_classify.Utils.HttpRequestJsonEntity.OpenId; 5 | import com.kanshan.tea_classify.entity.User; 6 | import com.kanshan.tea_classify.mapper.UserMapper; 7 | import org.springframework.beans.factory.annotation.Autowired; 8 | import org.springframework.web.bind.annotation.GetMapping; 9 | import org.springframework.web.bind.annotation.RestController; 10 | 11 | import javax.servlet.http.HttpServletRequest; 12 | import javax.servlet.http.HttpServletResponse; 13 | import java.util.ArrayList; 14 | import java.util.List; 15 | 16 | @RestController 17 | public class loginController { 18 | @Autowired 19 | private UserMapper userMapper; 20 | 21 | @GetMapping("/login") 22 | public String login(HttpServletRequest request, HttpServletResponse response){ 23 | String APPID = "wx81389333e069203f"; 24 | String SECRET = "c656e210bde0cda4f833c5f507364d48"; 25 | 26 | String JsCode = request.getParameter("code"); 27 | 28 | String url = "https://api.weixin.qq.com/sns/jscode2session?appid=" 29 | + APPID + 30 | "&secret=" 31 | + SECRET + 32 | "&js_code=" 33 | + JsCode + 34 | "&grant_type=authorization_code"; 35 | 36 | if(JsCode == null){ 37 | return "code为空"; 38 | }else { 39 | // apache的httpclient库，用来发送get请求 40 | String requestResult = HttpHelper.doGet(url); 41 | System.out.println(requestResult); 42 | 43 | // google的json解析库 44 | Gson gson = new Gson(); 45 | OpenId openId = gson.fromJson(requestResult, OpenId.class); 46 | 47 | 48 | String openid = openId.getOpenid(); 49 | // 根据openid查找用户 如果不存在则新建用户， 50 | System.out.println(openid); 51 | User user = userMapper.findById(openid); 52 | System.out.println(user); 53 | if(user == null){ 54 | user = new User(openId.getOpenid(), "ava" ,"name", 0); 55 | userMapper.insert(user); 56 | 57 | List objectList = new ArrayList<>(); 58 | objectList.add(openid); 59 | objectList.add(0); 60 | 61 | return gson.toJson(objectList); 62 | } 63 | 64 | List objectList = new ArrayList<>(); 65 | objectList.add(openid); 66 | objectList.add(user.getGroup()); 67 | return gson.toJson(objectList); 68 | } 69 | 70 | } 71 | } 72 | -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/controller/identifyController.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.controller; 2 | 3 | import com.google.gson.Gson; 4 | import com.kanshan.tea_classify.Utils.Base64Util; 5 | import com.kanshan.tea_classify.Utils.HttpHelper; 6 | 7 | import com.kanshan.tea_classify.entity.Record; 8 | import com.kanshan.tea_classify.entity.Tea; 9 | import com.kanshan.tea_classify.mapper.RecordMapper; 10 | import com.kanshan.tea_classify.mapper.TeaMapper; 11 | 12 | import org.springframework.beans.factory.annotation.Autowired; 13 | import org.springframework.web.bind.annotation.PostMapping; 14 | import org.springframework.web.bind.annotation.RequestBody; 15 | import org.springframework.web.bind.annotation.RestController; 16 | 17 | import java.util.*; 18 | 19 | @RestController 20 | public class identifyController { 21 | @Autowired 22 | private TeaMapper teaMapper; 23 | @Autowired 24 | private RecordMapper recordMapper; 25 | 26 | @PostMapping("/identify") 27 | public String identify(@RequestBody Map paramMap){ 28 | String photo_base64 = paramMap.get("photo"); 29 | // 将传送过来的base64转换为本地存储的图片 30 | String imgName = UUID.randomUUID().toString().concat(".jpg"); 31 | Base64Util.strToImg(photo_base64,"D:\\teaimg\\" + imgName); 32 | String photoUrl = "http://127.0.0.1:8080/img/" + imgName; 33 | 34 | String openid = paramMap.get("openid"); 35 | System.out.println("获取的openid为" + openid); 36 | String SECRET = "c656e210bde0cda4f833c5f507364d48"; 37 | // 传送给python时加上小程序的secret用作权限验证 38 | paramMap.put("secret", SECRET); 39 | 40 | // System.out.println(paramMap.entrySet()); 41 | 42 | 43 | String url = "http://127.0.0.1:5000/identify"; 44 | String requestResult = HttpHelper.doPost(url,paramMap); 45 | System.out.println("requestResult is _".replace("_", requestResult)); 46 | 47 | if(requestResult.equals("-1")){ 48 | return "-1"; 49 | }else { 50 | 51 | // 从pytorch获得三个最相似的label，将其分割分别获取相关信息 52 | String[] labels = requestResult.split(","); 53 | List teas = new ArrayList<>(); 54 | 55 | // 通过label获取茶叶的相关信息 56 | for(String label : labels){ 57 | teas.add(teaMapper.findByLabel(Integer.parseInt(label))); 58 | } 59 | 60 | if(!Objects.equals(openid, "notlogin")){ 61 | Record record = new Record(0,requestResult, photoUrl, openid); 62 | 63 | System.out.println(record); 64 | try { 65 | recordMapper.insert(record); 66 | }catch (Exception e){ 67 | System.out.println(e); 68 | } 69 | } 70 | 71 | List result = new ArrayList<>(); 72 | result.add(teas); 73 | result.add(photoUrl); 74 | 75 | Gson gson = new Gson(); 76 | return gson.toJson(result); 77 | } 78 | 79 | } 80 | } 81 | -------------------------------------------------------------------------------- /server-springboot/gradlew.bat: -------------------------------------------------------------------------------- 1 | @rem 2 | @rem Copyright 2015 the original author or authors. 3 | @rem 4 | @rem Licensed under the Apache License, Version 2.0 (the "License"); 5 | @rem you may not use this file except in compliance with the License. 6 | @rem You may obtain a copy of the License at 7 | @rem 8 | @rem https://www.apache.org/licenses/LICENSE-2.0 9 | @rem 10 | @rem Unless required by applicable law or agreed to in writing, software 11 | @rem distributed under the License is distributed on an "AS IS" BASIS, 12 | @rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 | @rem See the License for the specific language governing permissions and 14 | @rem limitations under the License. 15 | @rem 16 | 17 | @if "%DEBUG%" == "" @echo off 18 | @rem ########################################################################## 19 | @rem 20 | @rem Gradle startup script for Windows 21 | @rem 22 | @rem ########################################################################## 23 | 24 | @rem Set local scope for the variables with windows NT shell 25 | if "%OS%"=="Windows_NT" setlocal 26 | 27 | set DIRNAME=%~dp0 28 | if "%DIRNAME%" == "" set DIRNAME=. 29 | set APP_BASE_NAME=%~n0 30 | set APP_HOME=%DIRNAME% 31 | 32 | @rem Resolve any "." and ".." in APP_HOME to make it shorter. 33 | for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi 34 | 35 | @rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. 36 | set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" 37 | 38 | @rem Find java.exe 39 | if defined JAVA_HOME goto findJavaFromJavaHome 40 | 41 | set JAVA_EXE=java.exe 42 | %JAVA_EXE% -version >NUL 2>&1 43 | if "%ERRORLEVEL%" == "0" goto execute 44 | 45 | echo. 46 | echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 47 | echo. 48 | echo Please set the JAVA_HOME variable in your environment to match the 49 | echo location of your Java installation. 50 | 51 | goto fail 52 | 53 | :findJavaFromJavaHome 54 | set JAVA_HOME=%JAVA_HOME:"=% 55 | set JAVA_EXE=%JAVA_HOME%/bin/java.exe 56 | 57 | if exist "%JAVA_EXE%" goto execute 58 | 59 | echo. 60 | echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% 61 | echo. 62 | echo Please set the JAVA_HOME variable in your environment to match the 63 | echo location of your Java installation. 64 | 65 | goto fail 66 | 67 | :execute 68 | @rem Setup the command line 69 | 70 | set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar 71 | 72 | 73 | @rem Execute Gradle 74 | "%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* 75 | 76 | :end 77 | @rem End local scope for the variables with windows NT shell 78 | if "%ERRORLEVEL%"=="0" goto mainEnd 79 | 80 | :fail 81 | rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of 82 | rem the _cmd.exe /c_ return code! 83 | if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 84 | exit /b 1 85 | 86 | :mainEnd 87 | if "%OS%"=="Windows_NT" endlocal 88 | 89 | :omega 90 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Tea Classification WeChat Mini Program 2 | 3 | [中文](https://github.com/songqikong/Tea-Classify-wxminiprogram/blob/main/README_CN.md) 4 | 5 | This project is a WeChat mini program for classifying tea leaves, divided into three main components: 6 | 7 | 1. **WeChat Mini Program Frontend (`./miniprogram-uniapp`)**: 8 | - This part is for user interaction and is developed using Uniapp. 9 | - It can be deployed using HBuilder. 10 | 11 | 2. **Server Backend (`./server-springboot`)**: 12 | - This part stores user data and recognition results. 13 | - It is developed using Spring Boot and uses Gradle for package management. 14 | 15 | 3. **Inference Endpoint (`./inference-flask`)**: 16 | - This part handles the inference model. 17 | - The trained weights are deployed in a Python Flask web container, communicating with the server via HTTP. 18 | 19 | Additionally, we used PyTorch to train the weights for tea recognition. The ResNet34 and VGG16 network structures were used, and the dataset consists of tea leaf images collected from the internet. The project repository for the dataset is available [here](https://github.com/songqikong/chinese_tea_dataset). The trained model achieves an accuracy of 89.1%. 20 | 21 | ## Usage Instructions 22 | 23 | 1. **Download Model Weights**: 24 | - Please download the model weights from [Baidu Cloud](https://pan.baidu.com/s/1CNr7CRNAQYlxL8bqt-tKUQ?pwd=e220) and place them in the `./inference-flask/net` directory. 25 | 26 | 2. **Deploying the Server Backend**: 27 | - Ensure you are using JDK 1.8. 28 | 29 | 3. **Deploying the Inference Endpoint**: 30 | - Environment requirements: 31 | - Python 3.9.7 32 | - Flask 2.1.1 33 | - PyTorch 1.11.0 34 | - Torchvision 1.12.0 35 | 36 | 4. **Deployment**: 37 | - Deploy the WeChat mini program frontend, server backend, and inference endpoint on the same device. 38 | - Ensure that all three components can communicate within the local network. 39 | 40 | ## Project Structure 41 | 42 | ``` 43 | ├── miniprogram-uniapp # WeChat Mini Program Frontend 44 | ├── server-springboot # Server Backend 45 | ├── inference-flask # Inference Endpoint 46 | │ └── net # Directory for model weights 47 | ``` 48 | 49 | ## Getting Started 50 | 51 | ### Frontend (WeChat Mini Program) 52 | 53 | 1. Open `./miniprogram-uniapp` in HBuilder. 54 | 2. Follow the HBuilder instructions to deploy the mini program. 55 | 56 | ### Backend (Spring Boot Server) 57 | 58 | 1. Navigate to `./server-springboot`. 59 | 2. Build and run the project using Gradle: 60 | ```sh 61 | ./gradlew bootRun 62 | ``` 63 | 64 | ### Inference Endpoint (Flask) 65 | 66 | 1. Navigate to `./inference-flask`. 67 | 2. Set up the Python environment and install the dependencies: 68 | ```sh 69 | conda create -n teaclassify 70 | pip install -r requirements.txt 71 | ``` 72 | 3. Run the Flask app: 73 | ```sh 74 | flask run 75 | ``` 76 | 77 | ## Communication Setup 78 | 79 | - Ensure the frontend, backend, and inference endpoint are all on the same device and can communicate over the local network. 80 | - Configure the necessary IP addresses and ports in the respective configuration files. 81 | 82 | ## Contributors 83 | 84 | - Project Maintainer: [SongqiKong](https://github.com/songqikong) 85 | 86 | ## License 87 | 88 | This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details. 89 | 90 | --- 91 | 92 | Feel free to contribute and open issues if you encounter any problems! -------------------------------------------------------------------------------- /server-springboot/src/main/java/com/kanshan/tea_classify/Utils/HttpHelper.java: -------------------------------------------------------------------------------- 1 | package com.kanshan.tea_classify.Utils; 2 | 3 | import org.apache.http.HttpEntity; 4 | import org.apache.http.NameValuePair; 5 | import org.apache.http.client.ClientProtocolException; 6 | import org.apache.http.client.config.RequestConfig; 7 | import org.apache.http.client.entity.UrlEncodedFormEntity; 8 | import org.apache.http.client.methods.CloseableHttpResponse; 9 | import org.apache.http.client.methods.HttpGet; 10 | import org.apache.http.client.methods.HttpPost; 11 | import org.apache.http.impl.client.CloseableHttpClient; 12 | import org.apache.http.impl.client.HttpClients; 13 | import org.apache.http.message.BasicHeader; 14 | import org.apache.http.message.BasicNameValuePair; 15 | import org.apache.http.util.EntityUtils; 16 | 17 | import java.io.IOException; 18 | import java.io.UnsupportedEncodingException; 19 | import java.util.*; 20 | 21 | public class HttpHelper { 22 | public static String doGet(String url) { 23 | CloseableHttpClient httpClient = null; 24 | CloseableHttpResponse response = null; 25 | String result = ""; 26 | try { 27 | // 通过址默认配置创建一个httpClient实例 28 | httpClient = HttpClients.createDefault(); 29 | // 创建httpGet远程连接实例 30 | HttpGet httpGet = new HttpGet(url); 31 | // 设置请求头信息，鉴权 32 | // httpGet.setHeader("Authorization", "Bearer da3efcbf-0845-4fe3-8aba-ee040be542c0"); 33 | // 设置配置请求参数 34 | RequestConfig requestConfig = RequestConfig.custom().setConnectTimeout(35000)// 连接主机服务超时时间 35 | .setConnectionRequestTimeout(35000)// 请求超时时间 36 | .setSocketTimeout(60000)// 数据读取超时时间 37 | .build(); 38 | // 为httpGet实例设置配置 39 | httpGet.setConfig(requestConfig); 40 | // 执行get请求得到返回对象 41 | response = httpClient.execute(httpGet); 42 | // 通过返回对象获取返回数据 43 | HttpEntity entity = response.getEntity(); 44 | // 通过EntityUtils中的toString方法将结果转换为字符串 45 | result = EntityUtils.toString(entity); 46 | } catch (ClientProtocolException e) { 47 | e.printStackTrace(); 48 | } catch (IOException e) { 49 | e.printStackTrace(); 50 | } finally { 51 | // 关闭资源 52 | if (null != response) { 53 | try { 54 | response.close(); 55 | } catch (IOException e) { 56 | e.printStackTrace(); 57 | } 58 | } 59 | if (null != httpClient) { 60 | try { 61 | httpClient.close(); 62 | } catch (IOException e) { 63 | e.printStackTrace(); 64 | } 65 | } 66 | } 67 | return result; 68 | } 69 | 70 | public static String doPost(String url, Map paramMap) { 71 | CloseableHttpClient httpClient = null; 72 | CloseableHttpResponse httpResponse = null; 73 | String result = ""; 74 | // 创建httpClient实例 75 | httpClient = HttpClients.createDefault(); 76 | // 创建httpPost远程连接实例 77 | HttpPost httpPost = new HttpPost(url); 78 | // 配置请求参数实例 79 | RequestConfig requestConfig = RequestConfig.custom().setConnectTimeout(35000)// 设置连接主机服务超时时间 80 | .setConnectionRequestTimeout(35000)// 设置连接请求超时时间 81 | .setSocketTimeout(60000)// 设置读取数据连接超时时间 82 | .build(); 83 | // 为httpPost实例设置配置 84 | httpPost.setConfig(requestConfig); 85 | // 设置请求头 86 | httpPost.addHeader("Content-Type", "application/x-www-form-urlencoded"); 87 | // 封装post请求参数 88 | if (null != paramMap && paramMap.size() > 0) { 89 | List nvps = new ArrayList<>(); 90 | // 通过map集成entrySet方法获取entity 91 | Set> entrySet = paramMap.entrySet(); 92 | // 循环遍历，获取迭代器 93 | for (Map.Entry mapEntry : entrySet) { 94 | nvps.add(new BasicNameValuePair(mapEntry.getKey(), mapEntry.getValue().toString())); 95 | } 96 | 97 | // 为httpPost设置封装好的请求参数 98 | try { 99 | httpPost.setEntity(new UrlEncodedFormEntity(nvps, "UTF-8")); 100 | } catch (UnsupportedEncodingException e) { 101 | e.printStackTrace(); 102 | } 103 | } 104 | try { 105 | // httpClient对象执行post请求,并返回响应参数对象 106 | httpResponse = httpClient.execute(httpPost); 107 | // 从响应对象中获取响应内容 108 | HttpEntity entity = httpResponse.getEntity(); 109 | result = EntityUtils.toString(entity); 110 | } catch (ClientProtocolException e) { 111 | e.printStackTrace(); 112 | } catch (IOException e) { 113 | e.printStackTrace(); 114 | } finally { 115 | // 关闭资源 116 | if (null != httpResponse) { 117 | try { 118 | httpResponse.close(); 119 | } catch (IOException e) { 120 | e.printStackTrace(); 121 | } 122 | } 123 | if (null != httpClient) { 124 | try { 125 | httpClient.close(); 126 | } catch (IOException e) { 127 | e.printStackTrace(); 128 | } 129 | } 130 | } 131 | return result; 132 | } 133 | } 134 | --------------------------------------------------------------------------------