Add Create ML apps

Author: DevOpsThinh

.DS_Store

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/","id":"D8B4A2C1-3098-47D2-ABBF-7FBF99E42184","createdDate":"2023-04-25T08:46:53Z","title":"datasets","modifiedDate":"2023-04-25T08:48:48Z","preferredFilename":"datasets","version":"1.0","dataResult":{"createdDate":"2023-04-25T08:46:53Z","dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/","dataSourceID":"D8B4A2C1-3098-47D2-ABBF-7FBF99E42184","error":{"code":0,"reason":"Missing data for label dogs-vs-cats. Detailed list of labels missing files: [\"dogs-vs-cats\"].","domain":"com.apple.CreateML.xpc","errorType":"error"}},"activityEntities":["dataSourceCreated",[{"id":"6A2B93C2-1DBA-4401-8B4F-AA02E8D9F7C9","title":"Data Source Created","createdDate":"2023-04-25T08:46:53Z","event":"dataSourceCreated","subtitle":"datasets"}]],"pathType":0,"experimentIDs":["F623F18D-986F-48DF-9C35-D34491868731"]}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Data Sources/datasets.json

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/train\/dog\/","id":"C213A67C-46F3-4A8E-A908-2374F09F78E1","createdDate":"2023-04-25T08:44:29Z","title":"dog","modifiedDate":"2023-04-25T08:48:47Z","preferredFilename":"dog","version":"1.0","dataResult":{"itemsCount":101,"createdDate":"2023-04-25T08:44:29Z","dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/train\/dog\/","classesCount":1,"dataSourceID":"C213A67C-46F3-4A8E-A908-2374F09F78E1","error":{"code":1000,"reason":"Found one folder \"dog\" - expected at least two folders of images, named for their classes","domain":"composer.error.domain","errorType":"error"},"dataAnalysis":{"summary":{"canUseValidation":1,"classCount":1,"sampleCount":101},"issues":[{"description":"Found one folder \"dog\" - expected at least two folders of images, named for their classes","severity":"error"},{"description":"101 images found, automatically creating validation set","severity":"good"},{"description":"Smallest class is \"dog\" with 101 images","severity":"debug"},{"description":"Largest class is \"dog\" with 101 images","severity":"debug"}],"classifierAnalysis":{"labelStats":{"dog":101}}}},"activityEntities":["dataSourceCreated",[{"id":"6072EC09-7314-463C-986C-B48DC045D815","title":"Data Source Created","createdDate":"2023-04-25T08:44:29Z","event":"dataSourceCreated","subtitle":"dog"}]],"pathType":0,"experimentIDs":["F623F18D-986F-48DF-9C35-D34491868731"]}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Data Sources/dog.json

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/","id":"4371CC54-FEE8-4C36-AF0D-FA8F5687E1B5","createdDate":"2023-04-25T08:44:49Z","title":"dogs-vs-cats","modifiedDate":"2023-04-25T08:48:46Z","preferredFilename":"dogs-vs-cats","version":"1.0","dataResult":{"createdDate":"2023-04-25T08:44:49Z","dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/","dataSourceID":"4371CC54-FEE8-4C36-AF0D-FA8F5687E1B5","error":{"code":0,"reason":"Missing data for label test. Detailed list of labels missing files: [\"test\", \"train\"].","domain":"com.apple.CreateML.xpc","errorType":"error"}},"activityEntities":["dataSourceCreated",[{"id":"ACA30374-6BAD-4456-9FE5-900EB1832345","title":"Data Source Created","createdDate":"2023-04-25T08:44:49Z","event":"dataSourceCreated","subtitle":"dogs-vs-cats"}]],"pathType":0,"experimentIDs":["F623F18D-986F-48DF-9C35-D34491868731"]}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Data Sources/dogs-vs-cats.json

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/test\/","id":"3DE97716-5C72-4114-B0C4-2278BBFE0BEE","createdDate":"2023-04-25T11:07:02Z","title":"test","modifiedDate":"2023-04-25T11:07:02Z","preferredFilename":"test","version":"1.0","dataResult":{"dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/test\/","createdDate":"2023-04-25T11:07:02Z","dataSourceID":"3DE97716-5C72-4114-B0C4-2278BBFE0BEE"},"activityEntities":["dataSourceCreated",[{"id":"2DE32F1E-A4F5-4575-B81C-E7F013999044","title":"Data Source Created","createdDate":"2023-04-25T11:07:02Z","event":"dataSourceCreated","subtitle":"test"}]],"pathType":0,"experimentIDs":["F623F18D-986F-48DF-9C35-D34491868731"]}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Data Sources/test.json

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/train\/","id":"42C3055C-61D3-4857-AFFB-295F8CA4D028","createdDate":"2023-04-25T08:51:38Z","title":"train","modifiedDate":"2023-04-25T11:12:33Z","preferredFilename":"train","version":"1.0","dataResult":{"itemsCount":202,"createdDate":"2023-04-25T08:51:38Z","dataURL":"file:\/\/\/Users\/devopsthinh\/Downloads\/CH06code\/datasets\/dogs-vs-cats\/train\/","dataSourceID":"42C3055C-61D3-4857-AFFB-295F8CA4D028","classesCount":2,"dataAnalysis":{"summary":{"sampleCount":202,"classCount":2,"canUseValidation":1},"issues":[{"description":"2 classes found, including dog, cat","severity":"debug"},{"description":"202 images found, automatically creating validation set","severity":"good"},{"description":"Smallest class is \"cat\" with 101 images","severity":"debug"},{"description":"Largest class is \"dog\" with 101 images","severity":"debug"}],"classifierAnalysis":{"labelStats":{"cat":101,"dog":101}}}},"activityEntities":["dataSourceTrainingStarted",[{"id":"7772BB33-0FC6-45DE-9D51-3A33165D117A","title":"Used By","createdDate":"2023-04-25T08:54:03Z","event":"dataSourceTrainingStarted","subtitle":"DogsCatsTransferLearningClassifier 1"}],"dataSourceCreated",[{"id":"B1771D8D-BE9C-4B6C-86A5-A18B0A3920D4","title":"Data Source Created","createdDate":"2023-04-25T08:51:38Z","event":"dataSourceCreated","subtitle":"train"}],"dataSourceMetrics",[{"id":"0BC6CF26-C8C8-45B1-BB04-6748C4399484","title":"Data Summary","createdDate":"2023-04-25T08:54:03Z","event":"dataSourceMetrics","subtitle":"2 Classes, 202 Items"}]],"pathType":0,"experimentIDs":["F623F18D-986F-48DF-9C35-D34491868731"]}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Data Sources/train.json

@@ -0,0 +1 @@
+{"id":"42FE15A3-AE27-4B76-A9D3-8C066BD43E86","projectName":"DogsCatsTransferLearningClassifier","description":"A ML model that has been trained to recognize images of dogs & cats via The Create ML App. - a macOS application was introduced in WWDC 2019","version":"1.1","authorName":"Nguyen Truong Thinh","createdDate":"2023-04-25T08:43:08Z","license":"MIT","activityEntities":["projectCreated",[{"id":"6A4C643A-6A74-42A8-9105-AEBDF5CDDD0A","title":"Project Created","createdDate":"2023-04-25T08:43:08Z","event":"projectCreated","subtitle":"DogsCatsTransferLearningClassifier"}]],"taskType":"imageClassifier","title":"Image Classification","location":"","versionErrorTitle":"Project file cannot be opened.","modifiedDate":"2023-04-25T08:43:08Z","settingsEntity":{"snapshotOnExtendTraining":true,"snapshotOnResumeTraining":false},"versionErrorSubtitle":"You need a newer version of Create ML to open this file. Download the latest version."}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Model Containers/DogsCatsTransferLearningClassifier 1.json

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Repositories\/DataSets\/wine_test.csv","id":"B8A7AE84-B746-4026-ADB0-BEBF1A1CE491","createdDate":"2023-04-26T08:38:55Z","title":"wine_test.csv","modifiedDate":"2023-04-26T08:38:55Z","preferredFilename":"wine_test","version":"1.0","dataResult":{"dataURL":"file:\/\/\/Users\/devopsthinh\/Repositories\/DataSets\/wine_test.csv","createdDate":"2023-04-26T08:38:55Z","dataSourceID":"B8A7AE84-B746-4026-ADB0-BEBF1A1CE491"},"activityEntities":[],"pathType":0,"experimentIDs":["3CE172DC-2A20-4337-BF23-DBB81E82F39B"]}

Create-ML-Projects/DogsCatsTransferLearningClassifier.mlproj/Models/DogsCatsTransferLearningClassifier 1.mlmodel

@@ -0,0 +1 @@
+{"dataURL":"file:\/\/\/Users\/devopsthinh\/Repositories\/DataSets\/wine_train.csv","id":"2799C71E-93F0-466A-B2A4-EF817C64A4C0","createdDate":"2023-04-26T08:36:27Z","title":"wine_train.csv","modifiedDate":"2023-04-26T08:39:25Z","preferredFilename":"wine_train","version":"1.0","dataResult":{"dataURL":"file:\/\/\/Users\/devopsthinh\/Repositories\/DataSets\/wine_train.csv","createdDate":"2023-04-26T08:36:27Z","dataSourceID":"2799C71E-93F0-466A-B2A4-EF817C64A4C0"},"activityEntities":["dataSourceTrainingStarted",[{"id":"05735C84-A119-4309-8EFD-2678E8D1D889","title":"Used By","createdDate":"2023-04-26T08:39:25Z","event":"dataSourceTrainingStarted","subtitle":"WineTabularClassifier 1"}],"dataSourceMetrics",[{"id":"E3EE0639-F3E8-4296-8720-EBEE888D5647","title":"Data Summary","createdDate":"2023-04-26T08:39:25Z","event":"dataSourceMetrics","subtitle":"3 Classes, 133 Items"}]],"pathType":0,"experimentIDs":["3CE172DC-2A20-4337-BF23-DBB81E82F39B"]}