From 081f7d133d2af1026ee31307ebb4493c63dc21b4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=EC=98=A4=ED=99=8D=EC=84=9D?= Date: Fri, 12 Apr 2024 12:39:37 +0900 Subject: [PATCH 1/3] feat : model save function: --- PC_model/pc_model.py | 4 +++ backend/.gradle/8.7/checksums/checksums.lock | Bin 0 -> 17 bytes .../.gradle/8.7/checksums/md5-checksums.bin | Bin 0 -> 24047 bytes .../.gradle/8.7/checksums/sha1-checksums.bin | Bin 0 -> 32483 bytes .../8.7/dependencies-accessors/gc.properties | 0 .../executionHistory/executionHistory.lock | Bin 0 -> 17 bytes .../.gradle/8.7/fileChanges/last-build.bin | Bin 0 -> 1 bytes backend/.gradle/8.7/fileHashes/fileHashes.bin | Bin 0 -> 19047 bytes .../.gradle/8.7/fileHashes/fileHashes.lock | Bin 0 -> 17 bytes backend/.gradle/8.7/gc.properties | 0 .../buildOutputCleanup.lock | Bin 0 -> 17 bytes .../buildOutputCleanup/cache.properties | 2 ++ backend/.gradle/vcs-1/gc.properties | 0 backend/.idea/.gitignore | 8 +++++ backend/.idea/.name | 1 + backend/.idea/compiler.xml | 16 ++++++++++ backend/.idea/gradle.xml | 18 +++++++++++ backend/.idea/jarRepositories.xml | 20 +++++++++++++ backend/.idea/misc.xml | 13 ++++++++ backend/.idea/vcs.xml | 6 ++++ backend/HELP.md | 28 ++++++++++++++++++ .../onlyu/BackendApplication.class | Bin 0 -> 724 bytes .../onlyu/controller/TestController.class | Bin 0 -> 755 bytes .../onlyu/entity/Color$ColorBuilder.class | Bin 0 -> 670 bytes .../org/capstone2024/onlyu/entity/Color.class | Bin 0 -> 611 bytes .../resources/application.properties | 2 ++ .../onlyu/BackendApplicationTests.class | Bin 0 -> 552 bytes 27 files changed, 118 insertions(+) create mode 100644 backend/.gradle/8.7/checksums/checksums.lock create mode 100644 backend/.gradle/8.7/checksums/md5-checksums.bin create mode 100644 backend/.gradle/8.7/checksums/sha1-checksums.bin create mode 100644 backend/.gradle/8.7/dependencies-accessors/gc.properties create mode 100644 backend/.gradle/8.7/executionHistory/executionHistory.lock create mode 100644 backend/.gradle/8.7/fileChanges/last-build.bin create mode 100644 backend/.gradle/8.7/fileHashes/fileHashes.bin create mode 100644 backend/.gradle/8.7/fileHashes/fileHashes.lock create mode 100644 backend/.gradle/8.7/gc.properties create mode 100644 backend/.gradle/buildOutputCleanup/buildOutputCleanup.lock create mode 100644 backend/.gradle/buildOutputCleanup/cache.properties create mode 100644 backend/.gradle/vcs-1/gc.properties create mode 100644 backend/.idea/.gitignore create mode 100644 backend/.idea/.name create mode 100644 backend/.idea/compiler.xml create mode 100644 backend/.idea/gradle.xml create mode 100644 backend/.idea/jarRepositories.xml create mode 100644 backend/.idea/misc.xml create mode 100644 backend/.idea/vcs.xml create mode 100644 backend/HELP.md create mode 100644 backend/out/production/classes/org/capstone2024/onlyu/BackendApplication.class create mode 100644 backend/out/production/classes/org/capstone2024/onlyu/controller/TestController.class create mode 100644 backend/out/production/classes/org/capstone2024/onlyu/entity/Color$ColorBuilder.class create mode 100644 backend/out/production/classes/org/capstone2024/onlyu/entity/Color.class create mode 100644 backend/out/production/resources/application.properties create mode 100644 backend/out/test/classes/org/capstone2024/onlyu/BackendApplicationTests.class diff --git a/PC_model/pc_model.py b/PC_model/pc_model.py index 2343445182..a8a5dc121a 100644 --- a/PC_model/pc_model.py +++ b/PC_model/pc_model.py @@ -3,6 +3,7 @@ import numpy as np import sys import os +import joblib sys.path.append(os.path.dirname(os.path.abspath(os.path.dirname(__file__)))) from image_processing.gamma_correction import gamma_correction @@ -46,6 +47,9 @@ def train(self, train_x, train_y): def test(self, test_x): return self.xgb.predict(test_x), self.ovr.predict(test_x), self.ovo.predict(test_x), self.knn.predict(test_x), self.lr.predict(test_x), self.voting.predict(test_x), self.rfc.predict(test_x) + def save(self): + joblib.dump(self, os.path.join(os.path.dirname(os.path.dirname(__file__)), "test_model.pkl")) + #%% train_df = pd.read_csv("/Users/ohs/Desktop/capstone/personal_color_dataset/train/new_data.csv") diff --git a/backend/.gradle/8.7/checksums/checksums.lock b/backend/.gradle/8.7/checksums/checksums.lock new file mode 100644 index 0000000000000000000000000000000000000000..8a02da66275f64c17c55e86e68b65357717ea0f6 GIT binary patch literal 17 VcmZS1KYcOdT6j_z0~jz?0RTAa1lIrn literal 0 HcmV?d00001 diff --git a/backend/.gradle/8.7/checksums/md5-checksums.bin b/backend/.gradle/8.7/checksums/md5-checksums.bin new file mode 100644 index 0000000000000000000000000000000000000000..25e26db6e06c4fd2074d283c2e9101c6720fb138 GIT binary patch literal 24047 zcmeI3c~ni^|Hp5Wx{c~;q(KQuJZVspB+cWkuI7{mR7%FA&@4$rWN4xik0=p(#7#+5 z<}{!}nI0r1MEdS?_uhTK?&-hZf4_D1TFz~~+OPZB`+d*Z=d|p*ltz=AIEotWzfJnT zKT$Ozuf!wMU^F8H0J=JT~Tp@SW9OJ`DF7*pS zHbCyZ5AzIxT#-=iuiGK_3L4|VcDFJGoSGr`%o*bud^R64WceU>sK7ik)HmI=K&}gN 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file mode 100644 index 0000000000000000000000000000000000000000..46f2a03b82670f2c56965001ab90618ed60b7fce GIT binary patch literal 17 UcmZSHu{tpET3 literal 0 HcmV?d00001 diff --git a/backend/.gradle/buildOutputCleanup/cache.properties b/backend/.gradle/buildOutputCleanup/cache.properties new file mode 100644 index 0000000000..36a3fe3a0b --- /dev/null +++ b/backend/.gradle/buildOutputCleanup/cache.properties @@ -0,0 +1,2 @@ +#Thu Apr 11 12:46:07 KST 2024 +gradle.version=8.7 diff --git a/backend/.gradle/vcs-1/gc.properties b/backend/.gradle/vcs-1/gc.properties new file mode 100644 index 0000000000..e69de29bb2 diff --git a/backend/.idea/.gitignore b/backend/.idea/.gitignore new file mode 100644 index 0000000000..c3f502a199 --- /dev/null +++ b/backend/.idea/.gitignore @@ -0,0 +1,8 @@ +# 디폴트 무시된 파일 +/shelf/ +/workspace.xml +# 에디터 기반 HTTP 클라이언트 요청 +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/backend/.idea/.name b/backend/.idea/.name new file mode 100644 index 0000000000..114a246691 --- /dev/null +++ b/backend/.idea/.name @@ -0,0 +1 @@ +Onlyu \ No newline at end of file diff --git a/backend/.idea/compiler.xml b/backend/.idea/compiler.xml new file mode 100644 index 0000000000..b57dfc4e69 --- /dev/null +++ b/backend/.idea/compiler.xml @@ -0,0 +1,16 @@ + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/backend/.idea/gradle.xml b/backend/.idea/gradle.xml new file mode 100644 index 0000000000..446c193e60 --- /dev/null +++ b/backend/.idea/gradle.xml @@ -0,0 +1,18 @@ + + + + + + + \ No newline at end of file diff --git a/backend/.idea/jarRepositories.xml b/backend/.idea/jarRepositories.xml new file mode 100644 index 0000000000..fdc392fe87 --- /dev/null +++ b/backend/.idea/jarRepositories.xml @@ -0,0 +1,20 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/backend/.idea/misc.xml b/backend/.idea/misc.xml new file mode 100644 index 0000000000..a03569616d --- /dev/null +++ b/backend/.idea/misc.xml @@ -0,0 +1,13 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/backend/.idea/vcs.xml b/backend/.idea/vcs.xml new file mode 100644 index 0000000000..6c0b863585 --- /dev/null +++ b/backend/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/backend/HELP.md b/backend/HELP.md new file mode 100644 index 0000000000..cd9b980976 --- /dev/null +++ b/backend/HELP.md @@ -0,0 +1,28 @@ +# Getting Started + +### Reference Documentation + +For further reference, please consider the following sections: + +* [Official Gradle documentation](https://docs.gradle.org) +* [Spring Boot Gradle Plugin Reference Guide](https://docs.spring.io/spring-boot/docs/3.2.4/gradle-plugin/reference/html/) +* [Create an OCI image](https://docs.spring.io/spring-boot/docs/3.2.4/gradle-plugin/reference/html/#build-image) +* [Spring Boot DevTools](https://docs.spring.io/spring-boot/docs/3.2.4/reference/htmlsingle/index.html#using.devtools) +* [Thymeleaf](https://docs.spring.io/spring-boot/docs/3.2.4/reference/htmlsingle/index.html#web.servlet.spring-mvc.template-engines) +* [Spring Web](https://docs.spring.io/spring-boot/docs/3.2.4/reference/htmlsingle/index.html#web) + +### Guides + +The following guides illustrate how to use some features concretely: + +* [Handling Form Submission](https://spring.io/guides/gs/handling-form-submission/) +* [Building a RESTful Web Service](https://spring.io/guides/gs/rest-service/) +* [Serving Web Content with Spring MVC](https://spring.io/guides/gs/serving-web-content/) +* [Building REST services with Spring](https://spring.io/guides/tutorials/rest/) + +### Additional Links + +These additional references should also help you: + +* [Gradle Build Scans – insights for your project's build](https://scans.gradle.com#gradle) + diff --git a/backend/out/production/classes/org/capstone2024/onlyu/BackendApplication.class 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+spring.application.name=backend +spring.devtools.livereload.enabled=true \ No newline at end of file diff --git a/backend/out/test/classes/org/capstone2024/onlyu/BackendApplicationTests.class b/backend/out/test/classes/org/capstone2024/onlyu/BackendApplicationTests.class new file mode 100644 index 0000000000000000000000000000000000000000..1ad57ac8edd1ec31969548db9b1ff8b24544b42f GIT binary patch literal 552 zcmb7A%T59@6g>q51r$U#CM;a~NGKu3jgJIOTun3)!oD+9EDY^rrsLzYT$#A=1Nl=VGY*$f0v4T<^D=0HGXX0M)Sm-Ig4rem54CPa$l|5%D z?(L5&SY_y#bjl--LVg(eYEx2O^qFJ?SS&tRi8R(Ic7JjG=U4CX%5MC@rt@ zMJUse2xCH8fr&&s7O8Ua5-iy}MWk-kUL8bqm)t$!7eU#AGz jplrdD4=HkWzlgOTM7oqGHmK0aHpv&T>1_+&=oat^g7kw) literal 0 HcmV?d00001 From fa0a9850a00fbc864799c52242143e5cc2153587 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=EC=98=A4=ED=99=8D=EC=84=9D?= Date: Fri, 12 Apr 2024 12:41:37 +0900 Subject: [PATCH 2/3] Revert "feat : model save function:" This reverts commit 081f7d133d2af1026ee31307ebb4493c63dc21b4. --- PC_model/pc_model.py | 4 --- backend/.gradle/8.7/checksums/checksums.lock | Bin 17 -> 0 bytes .../.gradle/8.7/checksums/md5-checksums.bin | Bin 24047 -> 0 bytes .../.gradle/8.7/checksums/sha1-checksums.bin | Bin 32483 -> 0 bytes .../8.7/dependencies-accessors/gc.properties | 0 .../executionHistory/executionHistory.lock | Bin 17 -> 0 bytes .../.gradle/8.7/fileChanges/last-build.bin | Bin 1 -> 0 bytes backend/.gradle/8.7/fileHashes/fileHashes.bin | Bin 19047 -> 0 bytes .../.gradle/8.7/fileHashes/fileHashes.lock | Bin 17 -> 0 bytes backend/.gradle/8.7/gc.properties | 0 .../buildOutputCleanup.lock | Bin 17 -> 0 bytes .../buildOutputCleanup/cache.properties | 2 -- backend/.gradle/vcs-1/gc.properties | 0 backend/.idea/.gitignore | 8 ----- backend/.idea/.name | 1 - backend/.idea/compiler.xml | 16 ---------- backend/.idea/gradle.xml | 18 ----------- backend/.idea/jarRepositories.xml | 20 ------------- backend/.idea/misc.xml | 13 -------- backend/.idea/vcs.xml | 6 ---- backend/HELP.md | 28 ------------------ .../onlyu/BackendApplication.class | Bin 724 -> 0 bytes .../onlyu/controller/TestController.class | Bin 755 -> 0 bytes .../onlyu/entity/Color$ColorBuilder.class | Bin 670 -> 0 bytes .../org/capstone2024/onlyu/entity/Color.class | Bin 611 -> 0 bytes .../resources/application.properties | 2 -- .../onlyu/BackendApplicationTests.class | Bin 552 -> 0 bytes 27 files changed, 118 deletions(-) delete mode 100644 backend/.gradle/8.7/checksums/checksums.lock delete mode 100644 backend/.gradle/8.7/checksums/md5-checksums.bin delete mode 100644 backend/.gradle/8.7/checksums/sha1-checksums.bin delete mode 100644 backend/.gradle/8.7/dependencies-accessors/gc.properties delete mode 100644 backend/.gradle/8.7/executionHistory/executionHistory.lock delete mode 100644 backend/.gradle/8.7/fileChanges/last-build.bin delete mode 100644 backend/.gradle/8.7/fileHashes/fileHashes.bin delete mode 100644 backend/.gradle/8.7/fileHashes/fileHashes.lock delete mode 100644 backend/.gradle/8.7/gc.properties delete mode 100644 backend/.gradle/buildOutputCleanup/buildOutputCleanup.lock delete mode 100644 backend/.gradle/buildOutputCleanup/cache.properties delete mode 100644 backend/.gradle/vcs-1/gc.properties delete mode 100644 backend/.idea/.gitignore delete mode 100644 backend/.idea/.name delete mode 100644 backend/.idea/compiler.xml delete mode 100644 backend/.idea/gradle.xml delete mode 100644 backend/.idea/jarRepositories.xml delete mode 100644 backend/.idea/misc.xml delete mode 100644 backend/.idea/vcs.xml delete mode 100644 backend/HELP.md delete mode 100644 backend/out/production/classes/org/capstone2024/onlyu/BackendApplication.class delete mode 100644 backend/out/production/classes/org/capstone2024/onlyu/controller/TestController.class delete mode 100644 backend/out/production/classes/org/capstone2024/onlyu/entity/Color$ColorBuilder.class delete mode 100644 backend/out/production/classes/org/capstone2024/onlyu/entity/Color.class delete mode 100644 backend/out/production/resources/application.properties delete mode 100644 backend/out/test/classes/org/capstone2024/onlyu/BackendApplicationTests.class diff --git a/PC_model/pc_model.py b/PC_model/pc_model.py index a8a5dc121a..2343445182 100644 --- a/PC_model/pc_model.py +++ b/PC_model/pc_model.py @@ -3,7 +3,6 @@ import numpy as np import sys import os -import joblib sys.path.append(os.path.dirname(os.path.abspath(os.path.dirname(__file__)))) from image_processing.gamma_correction import gamma_correction @@ -47,9 +46,6 @@ def train(self, train_x, train_y): def test(self, test_x): return self.xgb.predict(test_x), self.ovr.predict(test_x), self.ovo.predict(test_x), self.knn.predict(test_x), self.lr.predict(test_x), self.voting.predict(test_x), self.rfc.predict(test_x) - def save(self): - joblib.dump(self, os.path.join(os.path.dirname(os.path.dirname(__file__)), "test_model.pkl")) - #%% train_df = pd.read_csv("/Users/ohs/Desktop/capstone/personal_color_dataset/train/new_data.csv") diff 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46f2a03b82670f2c56965001ab90618ed60b7fce..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 17 UcmZSHu{tpET3 diff --git a/backend/.gradle/buildOutputCleanup/cache.properties b/backend/.gradle/buildOutputCleanup/cache.properties deleted file mode 100644 index 36a3fe3a0b..0000000000 --- a/backend/.gradle/buildOutputCleanup/cache.properties +++ /dev/null @@ -1,2 +0,0 @@ -#Thu Apr 11 12:46:07 KST 2024 -gradle.version=8.7 diff --git a/backend/.gradle/vcs-1/gc.properties b/backend/.gradle/vcs-1/gc.properties deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/backend/.idea/.gitignore b/backend/.idea/.gitignore deleted file mode 100644 index c3f502a199..0000000000 --- a/backend/.idea/.gitignore +++ /dev/null @@ -1,8 +0,0 @@ -# 디폴트 무시된 파일 -/shelf/ -/workspace.xml -# 에디터 기반 HTTP 클라이언트 요청 -/httpRequests/ -# Datasource local storage ignored files -/dataSources/ -/dataSources.local.xml diff --git a/backend/.idea/.name b/backend/.idea/.name deleted file mode 100644 index 114a246691..0000000000 --- a/backend/.idea/.name +++ /dev/null @@ -1 +0,0 @@ -Onlyu \ No newline at end of file diff --git a/backend/.idea/compiler.xml b/backend/.idea/compiler.xml deleted file mode 100644 index b57dfc4e69..0000000000 --- a/backend/.idea/compiler.xml +++ /dev/null @@ -1,16 +0,0 @@ - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/backend/.idea/gradle.xml b/backend/.idea/gradle.xml deleted file mode 100644 index 446c193e60..0000000000 --- a/backend/.idea/gradle.xml +++ /dev/null @@ -1,18 +0,0 @@ - - - - - - - \ No newline at end of file diff --git a/backend/.idea/jarRepositories.xml b/backend/.idea/jarRepositories.xml deleted file mode 100644 index fdc392fe87..0000000000 --- a/backend/.idea/jarRepositories.xml +++ /dev/null @@ -1,20 +0,0 @@ - - - - - - - - - - - \ No newline at end of file diff --git a/backend/.idea/misc.xml b/backend/.idea/misc.xml deleted file mode 100644 index a03569616d..0000000000 --- a/backend/.idea/misc.xml +++ /dev/null @@ -1,13 +0,0 @@ - - - - - - - - - - - - \ No newline at end of file diff --git a/backend/.idea/vcs.xml b/backend/.idea/vcs.xml deleted file mode 100644 index 6c0b863585..0000000000 --- a/backend/.idea/vcs.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - - - \ No newline at end of file diff --git a/backend/HELP.md b/backend/HELP.md deleted file mode 100644 index cd9b980976..0000000000 --- a/backend/HELP.md +++ /dev/null @@ -1,28 +0,0 @@ -# Getting Started - -### Reference Documentation - -For further reference, please consider the following sections: - -* [Official Gradle documentation](https://docs.gradle.org) -* [Spring Boot Gradle Plugin Reference Guide](https://docs.spring.io/spring-boot/docs/3.2.4/gradle-plugin/reference/html/) -* [Create an OCI image](https://docs.spring.io/spring-boot/docs/3.2.4/gradle-plugin/reference/html/#build-image) -* [Spring Boot DevTools](https://docs.spring.io/spring-boot/docs/3.2.4/reference/htmlsingle/index.html#using.devtools) -* [Thymeleaf](https://docs.spring.io/spring-boot/docs/3.2.4/reference/htmlsingle/index.html#web.servlet.spring-mvc.template-engines) -* [Spring Web](https://docs.spring.io/spring-boot/docs/3.2.4/reference/htmlsingle/index.html#web) - -### Guides - -The following guides illustrate how to use some features concretely: - -* [Handling Form Submission](https://spring.io/guides/gs/handling-form-submission/) -* [Building a RESTful Web Service](https://spring.io/guides/gs/rest-service/) -* [Serving Web Content with Spring MVC](https://spring.io/guides/gs/serving-web-content/) -* [Building REST services with Spring](https://spring.io/guides/tutorials/rest/) - -### Additional Links - -These additional references should also help you: - -* [Gradle Build Scans – insights for your project's build](https://scans.gradle.com#gradle) - diff --git a/backend/out/production/classes/org/capstone2024/onlyu/BackendApplication.class b/backend/out/production/classes/org/capstone2024/onlyu/BackendApplication.class deleted file mode 100644 index 7fe23cd20df09846936859445ccbd349ff1cfc42..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 724 zcma)4OK%e~5dNIkrXkQar6~n2+>#(+6jfYOBDIlvia;W0IdJlBoWd)49&w}7o1CAD_(JOW$!e9VSU6>L3oSee&~D=? zo-qu3VYaeLCkrc<^2*o?9vS2KtZ;5rQahV#hNw4Pk2Fa|mW{q|cxKLnjr!9vJX3zAgMVp$=P6=1{E};@mNHbC@?X{3 zxMB?iJT7IZ;9lg;5LE?5@^KTVw3H31MtFmOF2%nJn7wTM_oz>A0ShH>29sS;!bY79@9W)n%n+jjP=TE zYq;y~t>ROPWTeeds%x(NMt)PJ>9qEVN^)L^kOJ@jJH-xVDOaVhb~xby8oM@kF>UCu z+V;Pf@GcB2@b=c+nI}iqPg0UM*Ve-_9`Jh!UkSV()Yv{`B-so0)i)Oq=S8^5HiW^F zS+>nf0v=(G5x+D%<|IM3y-I$KB=F2hqP6VXDOMNgR5;@DIEUpRos S@C?t342y+*Q7}RiFM+>UYr;1G diff --git a/backend/out/production/classes/org/capstone2024/onlyu/entity/Color$ColorBuilder.class b/backend/out/production/classes/org/capstone2024/onlyu/entity/Color$ColorBuilder.class 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/dev/null @@ -1,2 +0,0 @@ -spring.application.name=backend -spring.devtools.livereload.enabled=true \ No newline at end of file diff --git a/backend/out/test/classes/org/capstone2024/onlyu/BackendApplicationTests.class b/backend/out/test/classes/org/capstone2024/onlyu/BackendApplicationTests.class deleted file mode 100644 index 1ad57ac8edd1ec31969548db9b1ff8b24544b42f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 552 zcmb7A%T59@6g>q51r$U#CM;a~NGKu3jgJIOTun3)!oD+9EDY^rrsLzYT$#A=1Nl=VGY*$f0v4T<^D=0HGXX0M)Sm-Ig4rem54CPa$l|5%D z?(L5&SY_y#bjl--LVg(eYEx2O^qFJ?SS&tRi8R(Ic7JjG=U4CX%5MC@rt@ zMJUse2xCH8fr&&s7O8Ua5-iy}MWk-kUL8bqm)t$!7eU#AGz jplrdD4=HkWzlgOTM7oqGHmK0aHpv&T>1_+&=oat^g7kw) From bb3a1e1ed190468b088ef4590bf4f74d6166be61 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=EC=98=A4=ED=99=8D=EC=84=9D?= Date: Fri, 12 Apr 2024 13:02:00 +0900 Subject: [PATCH 3/3] =?UTF-8?q?feat=20:=20=ED=95=99=EC=8A=B5=EB=90=9C=20?= =?UTF-8?q?=EB=AA=A8=EB=8D=B8=20=EC=A0=80=EC=9E=A5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- PC_model/pc_model.py | 4 ++++ main.py | 4 +--- test_model.pkl | Bin 0 -> 8307771 bytes 3 files changed, 5 insertions(+), 3 deletions(-) create mode 100644 test_model.pkl diff --git a/PC_model/pc_model.py b/PC_model/pc_model.py index 2343445182..e1de99538b 100644 --- a/PC_model/pc_model.py +++ b/PC_model/pc_model.py @@ -3,6 +3,7 @@ import numpy as np import sys import os +import joblib sys.path.append(os.path.dirname(os.path.abspath(os.path.dirname(__file__)))) from image_processing.gamma_correction import gamma_correction @@ -46,6 +47,9 @@ def train(self, train_x, train_y): def test(self, test_x): return self.xgb.predict(test_x), self.ovr.predict(test_x), self.ovo.predict(test_x), self.knn.predict(test_x), self.lr.predict(test_x), self.voting.predict(test_x), self.rfc.predict(test_x) + def save(self): + joblib.dump(value=self, 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