{"library":"lightly","type":"library","category":null,"description":"Lightly is a Python library and computer vision framework for self-supervised learning, built on top of PyTorch and PyTorch Lightning. It enables training deep learning models without manual data labels, focusing on understanding and filtering raw image data for efficient active learning and data curation pipelines. The current version is 1.5.23, and it maintains an active development and release cadence.","language":"python","status":"active","version":"1.5.23","tags":["deep learning","self-supervised learning","computer vision","pytorch","pytorch lightning","machine learning"],"last_verified":"Mon May 25","install":[{"cmd":"pip install lightly","imports":["import lightly","from lightly.data import LightlyDataset","from lightly.models.self_supervised import MoCo","from lightly.loss import MoCoLoss"]}],"homepage":"https://www.lightly.ai","github":"https://github.com/lightly-ai/lightly","docs":"https://docs.lightly.ai","changelog":null,"pypi":"https://pypi.org/project/lightly/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":76.7,"avg_import_s":4.94,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/lightly/compatibility"}}