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LightlyTrain: Better Vision Models, Faster โ€“ No Labels Needed


LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications - lightly-ai/lightly-train

LightlyTrain brings self-supervised pretraining to real-world computer vision pipelines, using your unlabeled data to reduce labeling costs and speed up model deployment. LightlyTrain is designed for simple integration into existing training pipelines and supports a wide range of model architectures and use-cases out of the box. ๐Ÿ”„ Domain Adaptation: Improve models by pretraining on your domain-specific data (e.g. video analytics, agriculture, automotive, healthcare, manufacturing, retail, and more).

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