End-to-End Examples

Complete pipelines from data upload to deployment on public datasets.

Each notebook below trains on a public dataset (BCCD, FracAtlas, BUSI, Synapse). The download-and-upload step for each one is a single call into datamint.examples, a helper module that downloads the raw dataset, uploads it to a Datamint project, and creates the matching annotations:

from datamint.examples import bccd_dataset

project = bccd_dataset.create(project_name="bccd_detection")

Other available modules: fracatlas_dataset, busi_dataset, synapse_dataset.