Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Lightly provides a suite of tools for computer vision teams: LightlyStudio for data curation, labeling, and dataset management, and LightlyTrain for self-supervised pretraining on unlabeled image and video data. The company’s tooling is used to select the most informative samples from large unlabeled datasets before sending them for annotation or training.
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