The Lightly AG company develops and offers a learning platform for machine learning that manages the entire data flow from data collection to data storage. The platform is designed to help optimize the data pipeline by selecting the most valuable data, reducing redundancy and bias, and improving performance.
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Computer vision software for data curation, labeling, QA, dataset management, model pretraining, fine-tuning and edge deployment.
LightlyStudio
Computer vision platform for labeling, curation, QA and dataset management; supports images, videos, audio, text and DICOM as well as on-prem, hybrid and cloud deployment.
LightlyTrain
Framework for self-supervised pretraining, fine-tuning and distillation of vision models on unlabeled data; supports detection, segmentation and classification.
LightlyServices
AI training data services for LLMs, AI agents, vision and multimodal models; including data labeling, RLHF, model evaluations and synthetic data.
LightlyEdge
Smart data selection SDK for edge devices to detect relevant frames in real time, and to support search, triggering and monitoring during data capture.