ipyezannotation 0.1.0

Easy, simple to customize, data annotation framework.

Easy Annotation

ipyezannotation - Easy, simple to customize, data annotation framework.

Disclaimer

This project is in early development stage BUT IT WORKS! 🥳

Docs & examples coming soon.

Examples

Images selection annotation

Annotation using ImageSelectAnnotator.

Define data to annotate with ImageSelectAnnotator:

source_groups = [
    ["./surprized-pikachu.png"] * 16,
    ["./surprized-pikachu.png"] * 7,
    ["./surprized-pikachu.png"] * 8,
    ["./surprized-pikachu.png"] * 4,
]

Convert input data to Sample's:

from ipyezannotation.studio.sample import Sample, SampleStatus

samples = [
    Sample(
        status=SampleStatus.PENDING,
        data=group,
        annotation=None
    )
    for group in source_groups
]

Initialize database of your liking and synchronize it with your new input samples:

from ipyezannotation.studio.storage.sqlite import SQLiteDatabase

db = SQLiteDatabase("sqlite:///:memory:")
synced_samples = db.sync(samples)

Configure & create annotation Studio to label your samples:

from ipyezannotation.studio import Studio
from ipyezannotation.annotators import ImageSelectAnnotator

Studio(
    annotator=ImageSelectAnnotator(n_columns=8),
    database=db
)