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You’ve got your data into the Encord, so now you need to create a Project. Projects consist of Ontologies, Workflows, Datasets, and Collaborators. We’ve already got the E2E Fruit Dataset, so we’re going to make the Ontology. We’ll use the default Workflow and add some Collaborators.
1

Create Ontology

Our Ontology E2E Fruit Ontology is going to have a number of object label types and classifications.E2E Fruit OntologyThis Ontology is used for all Project creation types, from Basic to SOTA.
Class nameLabel TypeAttributes
BlueberriesPolygonRadio button:Type?
  • Bluegold
  • Duke
  • Blueray
CherriesBounding boxRadio button:Type?
  • Bing
  • King
  • Rainier
ApplesBitmaskRadio button:Types?
  • Sugar Bee
  • Granny Smith
  • Honey Crisp
BananasPolygonRadio button:Type?
  • Cavendish
  • Red
  • Blue Java
KiwiBounding BoxRadio button:Type?
  • Golden
  • Green
  • Kiwi Berry
PersimmonsBounding BoxRadio button:Type?
  • Hachiya
  • Fuyu
  • Rojo Brilliante
StrawberriesBounding BoxRadio button:Type?
  • Albion
  • Redcoat
  • Sweet Kiss
Ripe?ClassificationRadio button:
  • Yes
  • No
Type of fruit?ClassificationRadio button:
  • Blueberries
  • Cherries
  • Apples
  • Bananas
  • Kiwi
  • Persimmons
  • Strawberries
  • Other > What type? - Text box
Start Ontology CreationCreate OntologyAdd ObjectsCreate ObjectsAdd ClassificationsCreate ClassificationsSave OntologySave Ontology
2

Create Project

This step brings the Dataset and Ontology you created together with Collaborators and the Workflow.We’ll use the default Standard workflow for the project. This is what the Standard workflow looks like:Standard workflowTo create the Project:
  1. Click Projects > New annotation project.
  2. Add the following:
    • Project name: E2E - Fruit - Project I
    • Ontology: E2E Fruit Ontology
    • Dataset: E2E Fruit Dataset
    • Collaborators: Add your Annotators (label data), Reviewers (review labels), Team Managers (manage Annotators and Reviewers), and Project Admins (manage Project and export labels).
    • Workflow: We’ll use the default Standard workflow for the Project.
Create Project
3

Label Data

With your Project creation complete, you and your team are now ready to label your data.
basic-01

Manually Label

Manually annotate and review your data and then export your labels.
intermediate-01

Use SAM 2

Use SAM 2 and SAM 2 tracking to annotate your data, review using humans, and then export your labels using the UI or the SDK.