The task, merging it to the project’s main branch is one click of a button away. It extracts each page with meta from dokuwiki and commits to git with modified metadata, so you could use git annotate to see who edited which line and. Reviewer can leave his comments on each label and have the entire process logged and easy to manage. With DagsHub, communicating over the labels is part of the pull request without moving to a 3rd party platform. When you're satisfied with the labels, meaning they’re accurate and consistent, you can merge them to the main branch. Utilizing Git's capabilities, you can now seamlessly iterate over steps 5 and 6, compare the different versions, merge You can also add an annotations file in one of the commonly used formats ( JSON, COCO, CSV, TSV, etc.) to theĬommit which can be used to train ML models. labelstudioĭirectory which is used to manage changes to the labels. You chose in step 2 or create a new branch and commit to it. Annotate the dataĪnnotate the data Step 6: Commit changes to Git ¶Īt any point in time, you can version the state of the project using Git, and commit the changes back to the branch You can start working on the tasks and save the annotations to DagsHub's database. No need to move the data to a different platform, change its Configure Label StudioĬonfigure Label Studio Step 5: Annotate the data ¶Īs simple as that, you can start annotating your data. Note: If you choose to work with a template, you'll need to set the project's labels manually. You can configure Label Studio's labeling interface using one of its many great templates. Lousky Choose the files to annotateĬhoose the files to annotate Step 4: Configure Label Studio ¶ Note: you can annotate files hosted on both Git and DVC remotes. You can chooseĪ specific file or an entire directory by checking the box next to its name. When launching the project for the first time, you'll need to choose the files to annotate (AKA tasks). Create a Label Studio projectĬreate Label Studio project Step 3: Choose the files to annotate ¶ Project name is based on the annotator who created it however, you can change it as you wish. To work in an isolated environment, we will create a new branch for the labeling project. Project's starting point and will make all the files hosted on DagsHub Storage, under the selected branch, availableįor labeling. In the new Annotation Project menu, choose the tip of a remote branch to associate the project with. Create Label Studio workspaceĬreate Label Studio workspace Step 2: Create a Label Studio project ¶ Note: This process can take 2-3 minutes as DagsHub spins up the Label Studio machine behind the scenes. Navigate to the Annotations tab in your DagsHub repository and create a new workspace. Step 1: Create a Label Studio workspace ¶ Ready, you can fork the example project instead. We assume you already have a project on DagsHub, with versioned data ready to be annotated. We'll use the " Where's Elon" project to annotate Elon Musk's The main goal is to help you gain hands-on experience while having the benefit of following our This section is all about helping you learn how to use Label Studio and DagsHub Annotations while following the Get started with Label Studio and DagsHub ¶
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