Google Data Labeling Client for Java
Java idiomatic client for Data Labeling.
Note: This client is a work-in-progress, and may occasionally make backwards-incompatible changes.
Quickstart
If you are using Maven with BOM, add this to your pom.xml file
<dependencyManagement> <dependencies> <dependency> <groupId>com.google.cloud</groupId> <artifactId>libraries-bom</artifactId> <version>12.1.0</version> <type>pom</type> <scope>import</scope> </dependency> </dependencies> </dependencyManagement> <dependencies> <dependency> <groupId>com.google.cloud</groupId> <artifactId>google-cloud-datalabeling</artifactId> </dependency>
If you are using Maven without BOM, add this to your dependencies:
<dependency> <groupId>com.google.cloud</groupId> <artifactId>google-cloud-datalabeling</artifactId> <version>0.119.3</version> </dependency>
If you are using Gradle, add this to your dependencies
compile 'com.google.cloud:google-cloud-datalabeling:0.119.3'If you are using SBT, add this to your dependencies
libraryDependencies += "com.google.cloud" % "google-cloud-datalabeling" % "0.119.3"
Authentication
See the Authentication section in the base directory's README.
Getting Started
Prerequisites
You will need a Google Cloud Platform Console project with the Data Labeling API enabled.
You will need to enable billing to use Google Data Labeling.
Follow these instructions to get your project set up. You will also need to set up the local development environment by
installing the Google Cloud SDK and running the following commands in command line:
gcloud auth login and gcloud config set project [YOUR PROJECT ID].
Installation and setup
You'll need to obtain the google-cloud-datalabeling library. See the Quickstart section
to add google-cloud-datalabeling as a dependency in your code.
About Data Labeling
See the Data Labeling client library docs to learn how to use this Data Labeling Client Library.
Samples
Samples are in the samples/ directory. The samples' README.md
has instructions for running the samples.
| Sample | Source Code | Try it |
|---|---|---|
| Create Annotation Spec Set | source code | ![]() |
| Create Dataset | source code | ![]() |
| Create Instruction | source code | ![]() |
| Export Data | source code | ![]() |
| Import Data | source code | ![]() |
| Label Image | source code | ![]() |
| Label Text | source code | ![]() |
| Label Video | source code | ![]() |
Troubleshooting
To get help, follow the instructions in the shared Troubleshooting document.
Transport
Data Labeling uses gRPC for the transport layer.
Java Versions
Java 7 or above is required for using this client.
Versioning
This library follows Semantic Versioning.
It is currently in major version zero (0.y.z), which means that anything may change at any time
and the public API should not be considered stable.
Contributing
Contributions to this library are always welcome and highly encouraged.
See CONTRIBUTING for more information how to get started.
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms. See Code of Conduct for more information.
License
Apache 2.0 - See LICENSE for more information.
CI Status
| Java Version | Status |
|---|---|
| Java 7 | |
| Java 8 | |
| Java 8 OSX | |
| Java 8 Windows | |
| Java 11 |
