Technical requirements

In this chapter, you will need to install the following packages:

pip install ultralytics lightly docker encord

You will also need the following imports:

import os
from IPython.display import display, Markdown
from ultralytics import YOLO
from pathlib import Path
import json
import contextlib
from typing import Iterator
import docker
from docker.models.containers import Container
from lightly.api import ApiWorkflowClient
from lightly.openapi_generated.swagger_client import DatasetType
from lightly.openapi_generated.swagger_client import DatasourcePurpose
from encord.orm.cloud_integration import CloudIntegration
from encord.orm.dataset import AddPrivateDataResponse
from encord.user_client import EncordUserClient
from encord.orm.dataset import CreateDatasetResponse, StorageLocation

Next, you need to create a Lightly account and set up your API token, as follows:

lightly_token = "your_lightly_token"

Then, you must set up the Lightly client...